CVPR 2016 paper
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- Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data
- [pdf][bibtex]
Generation and Comprehension of Unambiguous Object Descriptions- [pdf][bibtex]
Stacked Attention Networks for Image Question Answering- [pdf][bibtex]
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction- [pdf][bibtex]
Neural Module Networks- [pdf][bibtex]
Learning Deep Representations of Fine-Grained Visual Descriptions- [pdf][bibtex]
Multi-Cue Zero-Shot Learning With Strong Supervision- [pdf][bibtex]
Latent Embeddings for Zero-Shot Classification- [pdf][bibtex]
One-Shot Learning of Scene Locations via Feature Trajectory Transfer- [pdf][bibtex]
Learning Attributes Equals Multi-Source Domain Generalization- [pdf][bibtex]
Anticipating Visual Representations From Unlabeled Video- [pdf][bibtex]
Learning to Assign Orientations to Feature Points- [pdf][bibtex]
Learning Dense Correspondence via 3D-Guided Cycle Consistency- [pdf][bibtex]
The Global Patch Collider- [pdf][bibtex]
Joint Probabilistic Matching Using m-Best Solutions- [pdf][bibtex]
Face Alignment Across Large Poses: A 3D Solution- [pdf][bibtex]
Interactive Segmentation on RGBD Images via Cue Selection- [pdf][bibtex]
Layered Scene Decomposition via the Occlusion-CRF- [pdf][bibtex]
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding- [pdf][bibtex]
Weakly Supervised Object Boundaries- [pdf][bibtex]
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network- [pdf][bibtex]
What Value Do Explicit High Level Concepts Have in Vision to Language Problems?- [pdf][bibtex]
Fast Detection of Curved Edges at Low SNR- [pdf][bibtex]
Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs- [pdf][bibtex]
Learning Relaxed Deep Supervision for Better Edge Detection- [pdf][bibtex]
Occlusion Boundary Detection via Deep Exploration of Context- [pdf][bibtex]
SemiContour: A Semi-Supervised Learning Approach for Contour Detection- [pdf][bibtex]
Learning to Localize Little Landmarks- [pdf][bibtex]
InterActive: Inter-Layer Activeness Propagation- [pdf][bibtex]
Exploit Bounding Box Annotations for Multi-Label Object Recognition- [pdf][bibtex]
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks- [pdf][bibtex]
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction- [pdf][bibtex]
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis- [pdf][bibtex]
Compact Bilinear Pooling- [pdf][bibtex]
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales- [pdf][bibtex]
CoMaL: Good Features to Match on Object Boundaries- [pdf][bibtex]
Progressive Feature Matching With Alternate Descriptor Selection and Correspondence Enrichment- [pdf][bibtex]
A New Finsler Minimal Path Model With Curvature Penalization for Image Segmentation and Closed Contour Detection- [pdf][bibtex]
Scale-Aware Alignment of Hierarchical Image Segmentation- [pdf][bibtex]
Deep Interactive Object Selection- [pdf][bibtex]
Pull the Plug? Predicting If Computers or Humans Should Segment Images- [pdf][bibtex]
In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation- [pdf][bibtex]
Convexity Shape Constraints for Image Segmentation- [pdf][bibtex]
MCMC Shape Sampling for Image Segmentation With Nonparametric Shape Priors- [pdf][bibtex]
From Noise Modeling to Blind Image Denoising- [pdf][bibtex]
Efficient and Robust Color Consistency for Community Photo Collections- [pdf][bibtex]
Needle-Match: Reliable Patch Matching Under High Uncertainty- [pdf][bibtex]
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements- [pdf][bibtex]
Soft-Segmentation Guided Object Motion Deblurring- [pdf][bibtex]
Two Illuminant Estimation and User Correction Preference- [pdf][bibtex]
Deep Contrast Learning for Salient Object Detection- [pdf][bibtex]
Multiview Image Completion With Space Structure Propagation- [pdf][bibtex]
Composition-Preserving Deep Photo Aesthetics Assessment- [pdf][bibtex]
Automatic Image Cropping : A Computational Complexity Study- [pdf][bibtex]
A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond- [pdf][bibtex]
Spatially Binned ROC: A Comprehensive Saliency Metric- [pdf][bibtex]
GraB: Visual Saliency via Novel Graph Model and Background Priors- [pdf][bibtex]
Predicting When Saliency Maps Are Accurate and Eye Fixations Consistent- [pdf][bibtex]
Split and Match: Example-Based Adaptive Patch Sampling for Unsupervised Style Transfer- [pdf][bibtex]
Detection and Accurate Localization of Circular Fiducials Under Highly Challenging Conditions- [pdf][bibtex]
Scene Recognition With CNNs: Objects, Scales and Dataset Bias- [pdf][bibtex]
Learning Action Maps of Large Environments via First-Person Vision- [pdf][bibtex]
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network- [pdf][bibtex]
Shallow and Deep Convolutional Networks for Saliency Prediction- [pdf][bibtex]
Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering- [pdf][bibtex]
DeLay: Robust Spatial Layout Estimation for Cluttered Indoor Scenes- [pdf][bibtex]
A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification- [pdf][bibtex]
Reversible Recursive Instance-Level Object Segmentation- [pdf][bibtex]
Coherent Parametric Contours for Interactive Video Object Segmentation- [pdf][bibtex]
Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels- [pdf][bibtex]
Deep Saliency With Encoded Low Level Distance Map and High Level Features- [pdf][bibtex]
Instance-Level Segmentation for Autonomous Driving With Deep Densely Connected MRFs- [pdf][bibtex]
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection- [pdf][bibtex]
Object Co-Segmentation via Graph Optimized-Flexible Manifold Ranking- [pdf][bibtex]
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions- [pdf][bibtex]
Automatic Fence Segmentation in Videos of Dynamic Scenes- [pdf][bibtex]
Discovering the Physical Parts of an Articulated Object Class From Multiple Videos- [pdf][bibtex]
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation- [pdf][bibtex]
Learning Temporal Regularity in Video Sequences- [pdf][bibtex]
Bilateral Space Video Segmentation- [pdf][bibtex]
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering- [pdf][bibtex]
Training Region-Based Object Detectors With Online Hard Example Mining- [pdf][bibtex]
Deep Residual Learning for Image Recognition- [pdf][bibtex]
You Only Look Once: Unified, Real-Time Object Detection- [pdf][bibtex]
LocNet: Improving Localization Accuracy for Object Detection- [pdf][bibtex]
Sketch Me That Shoe- [pdf][bibtex]
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images- [pdf][bibtex]
Object Detection From Video Tubelets With Convolutional Neural Networks- [pdf][bibtex]
Learning With Side Information Through Modality Hallucination- [pdf][bibtex]
Object-Proposal Evaluation Protocol is 'Gameable'- [pdf][bibtex]
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection- [pdf][bibtex]
We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification- [pdf][bibtex]
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution- [pdf][bibtex]
Information-Driven Adaptive Structured-Light Scanners- [pdf][bibtex]
Simultaneous Optical Flow and Intensity Estimation From an Event Camera- [pdf][bibtex]
Macroscopic Interferometry: Rethinking Depth Estimation With Frequency-Domain Time-Of-Flight- [pdf][bibtex]
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels- [pdf][bibtex]
Computational Imaging for VLBI Image Reconstruction- [pdf][bibtex]
You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images- [pdf][bibtex]
Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals- [pdf][bibtex]
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals- [pdf][bibtex]
Groupwise Tracking of Crowded Similar-Appearance Targets From Low-Continuity Image Sequences- [pdf][bibtex]
Social LSTM: Human Trajectory Prediction in Crowded Spaces- [pdf][bibtex]
What Players Do With the Ball: A Physically Constrained Interaction Modeling- [pdf][bibtex]
Highlight Detection With Pairwise Deep Ranking for First-Person Video Summarization- [pdf][bibtex]
Direct Prediction of 3D Body Poses From Motion Compensated Sequences- [pdf][bibtex]
Video2GIF: Automatic Generation of Animated GIFs From Video- [pdf][bibtex]
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis- [pdf][bibtex]
Progressively Parsing Interactional Objects for Fine Grained Action Detection- [pdf][bibtex]
Hierarchical Recurrent Neural Encoder for Video Representation With Application to Captioning- [pdf][bibtex]
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection- [pdf][bibtex]
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs- [pdf][bibtex]
Summary Transfer: Exemplar-Based Subset Selection for Video Summarization- [pdf][bibtex]
POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models- [pdf][bibtex]
What If We Do Not Have Multiple Videos of the Same Action? -- Video Action Localization Using Web Images- [pdf][bibtex]
Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups From Static Images- [pdf][bibtex]
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations- [pdf][bibtex]
SketchNet: Sketch Classification With Web Images- [pdf][bibtex]
Embedding Label Structures for Fine-Grained Feature Representation- [pdf][bibtex]
Fine-Grained Image Classification by Exploring Bipartite-Graph Labels- [pdf][bibtex]
Picking Deep Filter Responses for Fine-Grained Image Recognition- [pdf][bibtex]
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition- [pdf][bibtex]
Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop- [pdf][bibtex]
Mining Discriminative Triplets of Patches for Fine-Grained Classification- [pdf][bibtex]
Part-Stacked CNN for Fine-Grained Visual Categorization- [pdf][bibtex]
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks- [pdf][bibtex]
Solving Small-Piece Jigsaw Puzzles by Growing Consensus- [pdf][bibtex]
Pairwise Matching Through Max-Weight Bipartite Belief Propagation- [pdf][bibtex]
Structured Feature Similarity With Explicit Feature Map- [pdf][bibtex]
Temporal Epipolar Regions- [pdf][bibtex]
Recurrent Attention Models for Depth-Based Person Identification- [pdf][bibtex]
Learning a Discriminative Null Space for Person Re-Identification- [pdf][bibtex]
Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification- [pdf][bibtex]
How Far Are We From Solving Pedestrian Detection?- [pdf][bibtex]
Similarity Learning With Spatial Constraints for Person Re-Identification- [pdf][bibtex]
Sample-Specific SVM Learning for Person Re-Identification- [pdf][bibtex]
Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification- [pdf][bibtex]
A Multi-Level Contextual Model For Person Recognition in Photo Albums- [pdf][bibtex]
Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification- [pdf][bibtex]
Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry- [pdf][bibtex]
Recurrent Convolutional Network for Video-Based Person Re-Identification- [pdf][bibtex]
Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function- [pdf][bibtex]
Top-Push Video-Based Person Re-Identification- [pdf][bibtex]
Improving Person Re-Identification via Pose-Aware Multi-Shot Matching- [pdf][bibtex]
Hierarchical Gaussian Descriptor for Person Re-Identification- [pdf][bibtex]
STCT: Sequentially Training Convolutional Networks for Visual Tracking- [pdf][bibtex]
Determining Occlusions From Space and Time Image Reconstructions- [pdf][bibtex]
Online Multi-Object Tracking via Structural Constraint Event Aggregation- [pdf][bibtex]
Staple: Complementary Learners for Real-Time Tracking- [pdf][bibtex]
Robust Optical Flow Estimation of Double-Layer Images Under Transparency or Reflection- [pdf][bibtex]
Siamese Instance Search for Tracking- [pdf][bibtex]
Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking- [pdf][bibtex]
3D Part-Based Sparse Tracker With Automatic Synchronization and Registration- [pdf][bibtex]
Recurrently Target-Attending Tracking- [pdf][bibtex]
Structured Regression Gradient Boosting- [pdf][bibtex]
Loss Functions for Top-k Error: Analysis and Insights- [pdf][bibtex]
Metric Learning as Convex Combinations of Local Models With Generalization Guarantees- [pdf][bibtex]
Efficient Training of Very Deep Neural Networks for Supervised Hashing- [pdf][bibtex]
Information Bottleneck Learning Using Privileged Information for Visual Recognition- [pdf][bibtex]
3D Action Recognition From Novel Viewpoints- [pdf][bibtex]
3D Shape Attributes- [pdf][bibtex]
Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients- [pdf][bibtex]
3D Semantic Parsing of Large-Scale Indoor Spaces- [pdf][bibtex]
Dense Human Body Correspondences Using Convolutional Networks- [pdf][bibtex]
Geometry-Informed Material Recognition- [pdf][bibtex]
Towards Open Set Deep Networks- [pdf][bibtex]
What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution- [pdf][bibtex]
Large-Scale Location Recognition and the Geometric Burstiness Problem- [pdf][bibtex]
Regularity-Driven Facade Matching Between Aerial and Street Views- [pdf][bibtex]
Do Computational Models Differ Systematically From Human Object Perception?- [pdf][bibtex]
Contour Detection in Unstructured 3D Point Clouds- [pdf][bibtex]
Unsupervised Learning of Edges- [pdf][bibtex]
Blind Image Deblurring Using Dark Channel Prior- [pdf][bibtex]
Deeply-Recursive Convolutional Network for Image Super-Resolution- [pdf][bibtex]
Accurate Image Super-Resolution Using Very Deep Convolutional Networks- [pdf][bibtex]
RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image With Only 64 KB Overhead- [pdf][bibtex]
Group MAD Competition - A New Methodology to Compare Objective Image Quality Models- [pdf][bibtex]
Non-Local Image Dehazing- [pdf][bibtex]
A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising- [pdf][bibtex]
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization- [pdf][bibtex]
A Comparative Study for Single Image Blind Deblurring- [pdf][bibtex]
Spatiotemporal Bundle Adjustment for Dynamic 3D Reconstruction- [pdf][bibtex]
Inextensible Non-Rigid Shape-From-Motion by Second-Order Cone Programming- [pdf][bibtex]
Optimal Relative Pose With Unknown Correspondences- [pdf][bibtex]
Homography Estimation From the Common Self-Polar Triangle of Separate Ellipses- [pdf][bibtex]
Heterogeneous Light Fields- [pdf][bibtex]
A Consensus-Based Framework for Distributed Bundle Adjustment- [pdf][bibtex]
Globally Optimal Manhattan Frame Estimation in Real-Time- [pdf][bibtex]
Mirror Surface Reconstruction Under an Uncalibrated Camera- [pdf][bibtex]
A Hole Filling Approach Based on Background Reconstruction for View Synthesis in 3D Video- [pdf][bibtex]
A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length- [pdf][bibtex]
Efficient Intersection of Three Quadrics and Applications in Computer Vision- [pdf][bibtex]
Using Spatial Order to Boost the Elimination of Incorrect Feature Matches- [pdf][bibtex]
A Probabilistic Framework for Color-Based Point Set Registration- [pdf][bibtex]
Blind Image Deconvolution by Automatic Gradient Activation- [pdf][bibtex]
PSyCo: Manifold Span Reduction for Super Resolution- [pdf][bibtex]
Parametric Object Motion From Blur- [pdf][bibtex]
Image Deblurring Using Smartphone Inertial Sensors- [pdf][bibtex]
Seven Ways to Improve Example-Based Single Image Super Resolution- [pdf][bibtex]
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network- [pdf][bibtex]
They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers- [pdf][bibtex]
Going Deeper into First-Person Activity Recognition- [pdf][bibtex]
Cascaded Interactional Targeting Network for Egocentric Video Analysis- [pdf][bibtex]
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos- [pdf][bibtex]
Discriminative Hierarchical Rank Pooling for Activity Recognition- [pdf][bibtex]
Convolutional Two-Stream Network Fusion for Video Action Recognition- [pdf][bibtex]
Learning Activity Progression in LSTMs for Activity Detection and Early Detection- [pdf][bibtex]
VLAD3: Encoding Dynamics of Deep Features for Action Recognition- [pdf][bibtex]
A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection- [pdf][bibtex]
A Hierarchical Deep Temporal Model for Group Activity Recognition- [pdf][bibtex]
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets- [pdf][bibtex]
A Key Volume Mining Deep Framework for Action Recognition- [pdf][bibtex]
Improved Hamming Distance Search Using Variable Length Substrings- [pdf][bibtex]
Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search- [pdf][bibtex]
Supervised Quantization for Similarity Search- [pdf][bibtex]
Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU- [pdf][bibtex]
Collaborative Quantization for Cross-Modal Similarity Search- [pdf][bibtex]
Aggregating Image and Text Quantized Correlated Components- [pdf][bibtex]
Efficient Indexing of Billion-Scale Datasets of Deep Descriptors- [pdf][bibtex]
Deep Supervised Hashing for Fast Image Retrieval- [pdf][bibtex]
Efficient Large-Scale Similarity Search Using Matrix Factorization- [pdf][bibtex]
Incremental Object Discovery in Time-Varying Image Collections- [pdf][bibtex]
Detecting Migrating Birds at Night- [pdf][bibtex]
When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks- [pdf][bibtex]
Traffic-Sign Detection and Classification in the Wild- [pdf][bibtex]
Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer- [pdf][bibtex]
Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers- [pdf][bibtex]
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection- [pdf][bibtex]
Monocular 3D Object Detection for Autonomous Driving- [pdf][bibtex]
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image- [pdf][bibtex]
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles- [pdf][bibtex]
Eye Tracking for Everyone- [pdf][bibtex]
Efficient Globally Optimal 2D-To-3D Deformable Shape Matching- [pdf][bibtex]
Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations- [pdf][bibtex]
A Task-Oriented Approach for Cost-Sensitive Recognition- [pdf][bibtex]
Refining Architectures of Deep Convolutional Neural Networks- [pdf][bibtex]
iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning- [pdf][bibtex]
Recursive Recurrent Nets With Attention Modeling for OCR in the Wild- [pdf][bibtex]
Deep Decision Network for Multi-Class Image Classification- [pdf][bibtex]
Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression- [pdf][bibtex]
Fast Algorithms for Linear and Kernel SVM+- [pdf][bibtex]
Hierarchically Gated Deep Networks for Semantic Segmentation- [pdf][bibtex]
Deep Structured Scene Parsing by Learning With Image Descriptions- [pdf][bibtex]
CNN-RNN: A Unified Framework for Multi-Label Image Classification- [pdf][bibtex]
Walk and Learn: Facial Attribute Representation Learning From Egocentric Video and Contextual Data- [pdf][bibtex]
CNN-N-Gram for Handwriting Word Recognition- [pdf][bibtex]
Synthetic Data for Text Localisation in Natural Images- [pdf][bibtex]
End-To-End People Detection in Crowded Scenes- [pdf][bibtex]
Real-Time Salient Object Detection With a Minimum Spanning Tree- [pdf][bibtex]
Local Background Enclosure for RGB-D Salient Object Detection- [pdf][bibtex]
Adaptive Object Detection Using Adjacency and Zoom Prediction- [pdf][bibtex]
Semantic Channels for Fast Pedestrian Detection- [pdf][bibtex]
G-CNN: An Iterative Grid Based Object Detector- [pdf][bibtex]
Recurrent Face Aging- [pdf][bibtex]
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos- [pdf][bibtex]
Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions- [pdf][bibtex]
Visually Indicated Sounds- [pdf][bibtex]
Image Style Transfer Using Convolutional Neural Networks- [pdf][bibtex]
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification- [pdf][bibtex]
Hedgehog Shape Priors for Multi-Object Segmentation- [pdf][bibtex]
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)- [pdf][bibtex]
Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry- [pdf][bibtex]
Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras- [pdf][bibtex]
Automatic Content-Aware Color and Tone Stylization- [pdf][bibtex]
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis- [pdf][bibtex]
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation- [pdf][bibtex]
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation- [pdf][bibtex]
Conformal Surface Alignment With Optimal Mobius Search- [pdf][bibtex]
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks- [pdf][bibtex]
Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks- [pdf][bibtex]
Context Encoders: Feature Learning by Inpainting- [pdf][bibtex]
Comparative Deep Learning of Hybrid Representations for Image Recommendations- [pdf][bibtex]
Fast ConvNets Using Group-Wise Brain Damage- [pdf][bibtex]
Learning to Co-Generate Object Proposals With a Deep Structured Network- [pdf][bibtex]
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks- [pdf][bibtex]
Blockout: Dynamic Model Selection for Hierarchical Deep Networks- [pdf][bibtex]
FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters- [pdf][bibtex]
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights- [pdf][bibtex]
Structured Receptive Fields in CNNs- [pdf][bibtex]
First Person Action Recognition Using Deep Learned Descriptors- [pdf][bibtex]
Recognizing Micro-Actions and Reactions From Paired Egocentric Videos- [pdf][bibtex]
Mining 3D Key-Pose-Motifs for Action Recognition- [pdf][bibtex]
Predicting the Where and What of Actors and Actions Through Online Action Localization- [pdf][bibtex]
Actions ~ Transformations- [pdf][bibtex]
Visual Path Prediction in Complex Scenes With Crowded Moving Objects- [pdf][bibtex]
End-To-End Learning of Action Detection From Frame Glimpses in Videos- [pdf][bibtex]
Action Recognition in Video Using Sparse Coding and Relative Features- [pdf][bibtex]
Improving Human Action Recognition by Non-Action Classification- [pdf][bibtex]
Actionness Estimation Using Hybrid Fully Convolutional Networks- [pdf][bibtex]
Real-Time Action Recognition With Enhanced Motion Vector CNNs- [pdf][bibtex]
Laplacian Patch-Based Image Synthesis- [pdf][bibtex]
Rain Streak Removal Using Layer Priors- [pdf][bibtex]
Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints- [pdf][bibtex]
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion- [pdf][bibtex]
D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images- [pdf][bibtex]
From Bows to Arrows: Rolling Shutter Rectification of Urban Scenes- [pdf][bibtex]
A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation- [pdf][bibtex]
Visualizing and Understanding Deep Texture Representations- [pdf][bibtex]
Robust Kernel Estimation With Outliers Handling for Image Deblurring- [pdf][bibtex]
Online Collaborative Learning for Open-Vocabulary Visual Classifiers- [pdf][bibtex]
Rethinking the Inception Architecture for Computer Vision- [pdf][bibtex]
Cross Modal Distillation for Supervision Transfer- [pdf][bibtex]
Efficient Point Process Inference for Large-Scale Object Detection- [pdf][bibtex]
Weakly Supervised Deep Detection Networks- [pdf][bibtex]
BORDER: An Oriented Rectangles Approach to Texture-Less Object Recognition- [pdf][bibtex]
Active Image Segmentation Propagation- [pdf][bibtex]
Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks- [pdf][bibtex]
RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection- [pdf][bibtex]
Reinforcement Learning for Visual Object Detection- [pdf][bibtex]
Detecting Repeating Objects Using Patch Correlation Analysis- [pdf][bibtex]
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks- [pdf][bibtex]
Learning Deep Features for Discriminative Localization- [pdf][bibtex]
Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels- [pdf][bibtex]
Learning Aligned Cross-Modal Representations From Weakly Aligned Data- [pdf][bibtex]
A Probabilistic Collaborative Representation Based Approach for Pattern Classification- [pdf][bibtex]
Learning Structured Inference Neural Networks With Label Relations- [pdf][bibtex]
Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition- [pdf][bibtex]
Conditional Graphical Lasso for Multi-Label Image Classification- [pdf][bibtex]
Region Ranking SVM for Image Classification- [pdf][bibtex]
Predicting Motivations of Actions by Leveraging Text- [pdf][bibtex]
BoxCars: 3D Boxes as CNN Input for Improved Fine-Grained Vehicle Recognition- [pdf][bibtex]
Highway Vehicle Counting in Compressed Domain- [pdf][bibtex]
Camera Calibration From Periodic Motion of a Pedestrian- [pdf][bibtex]
Dynamic Image Networks for Action Recognition- [pdf][bibtex]
Detecting Events and Key Actors in Multi-Person Videos- [pdf][bibtex]
Regularizing Long Short Term Memory With 3D Human-Skeleton Sequences for Action Recognition- [pdf][bibtex]
Personalizing Human Video Pose Estimation- [pdf][bibtex]
End-To-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation- [pdf][bibtex]
Actor-Action Semantic Segmentation With Grouping Process Models- [pdf][bibtex]
Temporal Action Localization With Pyramid of Score Distribution Features- [pdf][bibtex]
Recognizing Activities of Daily Living With a Wrist-Mounted Camera- [pdf][bibtex]
Harnessing Object and Scene Semantics for Large-Scale Video Understanding- [pdf][bibtex]
Video-Story Composition via Plot Analysis- [pdf][bibtex]
Temporal Action Detection Using a Statistical Language Model- [pdf][bibtex]
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation- [pdf][bibtex]
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades- [pdf][bibtex]
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation- [pdf][bibtex]
Feature Space Optimization for Semantic Video Segmentation- [pdf][bibtex]
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling- [pdf][bibtex]
Semantic Object Parsing With Local-Global Long Short-Term Memory- [pdf][bibtex]
Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation- [pdf][bibtex]
Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network- [pdf][bibtex]
The Cityscapes Dataset for Semantic Urban Scene Understanding- [pdf][bibtex]
Gaussian Conditional Random Field Network for Semantic Segmentation- [pdf][bibtex]
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes- [pdf][bibtex]
Progressive Prioritized Multi-View Stereo- [pdf][bibtex]
WarpNet: Weakly Supervised Matching for Single-View Reconstruction- [pdf][bibtex]
What Sparse Light Field Coding Reveals About Scene Structure- [pdf][bibtex]
Online Reconstruction of Indoor Scenes From RGB-D Streams- [pdf][bibtex]
Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction- [pdf][bibtex]
Single Image Camera Calibration With Lenticular Arrays for Augmented Reality- [pdf][bibtex]
Augmented Blendshapes for Real-Time Simultaneous 3D Head Modeling and Facial Motion Capture- [pdf][bibtex]
Learned Binary Spectral Shape Descriptor for 3D Shape Correspondence- [pdf][bibtex]
Multiple Model Fitting as a Set Coverage Problem- [pdf][bibtex]
Piecewise-Planar 3D Approximation From Wide-Baseline Stereo- [pdf][bibtex]
Sparse to Dense 3D Reconstruction From Rolling Shutter Images- [pdf][bibtex]
Consistency of Silhouettes and Their Duals- [pdf][bibtex]
Rolling Shutter Absolute Pose Problem With Known Vertical Direction- [pdf][bibtex]
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes From a Single RGB Image- [pdf][bibtex]
Multicamera Calibration From Visible and Mirrored Epipoles- [pdf][bibtex]
Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences- [pdf][bibtex]
Deep Region and Multi-Label Learning for Facial Action Unit Detection- [pdf][bibtex]
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection- [pdf][bibtex]
Unconstrained Face Alignment via Cascaded Compositional Learning- [pdf][bibtex]
Automated 3D Face Reconstruction From Multiple Images Using Quality Measures- [pdf][bibtex]
Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders- [pdf][bibtex]
Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis- [pdf][bibtex]
Learning Reconstruction-Based Remote Gaze Estimation- [pdf][bibtex]
Joint Training of Cascaded CNN for Face Detection- [pdf][bibtex]
Facial Expression Intensity Estimation Using Ordinal Information- [pdf][bibtex]
Proposal Flow- [pdf][bibtex]
ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks- [pdf][bibtex]
Seeing Behind the Camera: Identifying the Authorship of a Photograph- [pdf][bibtex]
Material Classification Using Raw Time-Of-Flight Measurements- [pdf][bibtex]
Weakly Supervised Object Localization With Progressive Domain Adaptation- [pdf][bibtex]
Newtonian Scene Understanding: Unfolding the Dynamics of Objects in Static Images- [pdf][bibtex]
Identifying Good Training Data for Self-Supervised Free Space Estimation- [pdf][bibtex]
Learning to Match Aerial Images With Deep Attentive Architectures- [pdf][bibtex]
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection- [pdf][bibtex]
DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns- [pdf][bibtex]
Canny Text Detector: Fast and Robust Scene Text Localization Algorithm- [pdf][bibtex]
Temporal Multimodal Learning in Audiovisual Speech Recognition- [pdf][bibtex]
Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd- [pdf][bibtex]
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs- [pdf][bibtex]
Semantic Segmentation With Boundary Neural Fields- [pdf][bibtex]
HD Maps: Fine-Grained Road Segmentation by Parsing Ground and Aerial Images- [pdf][bibtex]
DAG-Recurrent Neural Networks For Scene Labeling- [pdf][bibtex]
Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing- [pdf][bibtex]
Attention to Scale: Scale-Aware Semantic Image Segmentation- [pdf][bibtex]
Scene Labeling Using Sparse Precision Matrix- [pdf][bibtex]
Iterative Instance Segmentation- [pdf][bibtex]
Recurrent Attentional Networks for Saliency Detection- [pdf][bibtex]
Instance-Level Video Segmentation From Object Tracks- [pdf][bibtex]
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer- [pdf][bibtex]
Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes- [pdf][bibtex]
A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo- [pdf][bibtex]
Depth From Semi-Calibrated Stereo and Defocus- [pdf][bibtex]
Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration- [pdf][bibtex]
Variable Aperture Light Field Photography: Overcoming the Diffraction-Limited Spatio-Angular Resolution Tradeoff- [pdf][bibtex]
Convolutional Networks for Shape From Light Field- [pdf][bibtex]
Panoramic Stereo Videos With a Single Camera- [pdf][bibtex]
The Next Best Underwater View- [pdf][bibtex]
Reconstructing Shapes and Appearances of Thin Film Objects Using RGB Images- [pdf][bibtex]
Noisy Label Recovery for Shadow Detection in Unfamiliar Domains- [pdf][bibtex]
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled- [pdf][bibtex]
Recognizing Car Fluents From Video- [pdf][bibtex]
Pairwise Decomposition of Image Sequences for Active Multi-View Recognition- [pdf][bibtex]
Inferring Forces and Learning Human Utilities From Videos- [pdf][bibtex]
Force From Motion: Decoding Physical Sensation in a First Person Video- [pdf][bibtex]
Robust Multi-Body Feature Tracker: A Segmentation-Free Approach- [pdf][bibtex]
Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video- [pdf][bibtex]
Volumetric 3D Tracking by Detection- [pdf][bibtex]
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking- [pdf][bibtex]
In Defense of Sparse Tracking: Circulant Sparse Tracker- [pdf][bibtex]
Optical Flow With Semantic Segmentation and Localized Layers- [pdf][bibtex]
Video Segmentation via Object Flow- [pdf][bibtex]
Closed-Form Training of Mahalanobis Distance for Supervised Clustering- [pdf][bibtex]
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit- [pdf][bibtex]
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering- [pdf][bibtex]
Sparse Coding and Dictionary Learning With Linear Dynamical Systems- [pdf][bibtex]
Sublabel-Accurate Relaxation of Nonconvex Energies- [pdf][bibtex]
The Multiverse Loss for Robust Transfer Learning- [pdf][bibtex]
Learning From the Mistakes of Others: Matching Errors in Cross-Dataset Learning- [pdf][bibtex]
An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds- [pdf][bibtex]
Online Learning With Bayesian Classification Trees- [pdf][bibtex]
Cross-Stitch Networks for Multi-Task Learning- [pdf][bibtex]
Deep Metric Learning via Lifted Structured Feature Embedding- [pdf][bibtex]
Fast Algorithms for Convolutional Neural Networks- [pdf][bibtex]
Coordinating Multiple Disparity Proposals for Stereo Computation- [pdf][bibtex]
Joint Multiview Segmentation and Localization of RGB-D Images Using Depth-Induced Silhouette Consistency- [pdf][bibtex]
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation- [pdf][bibtex]
6D Dynamic Camera Relocalization From Single Reference Image- [pdf][bibtex]
Dense Monocular Depth Estimation in Complex Dynamic Scenes- [pdf][bibtex]
Using Self-Contradiction to Learn Confidence Measures in Stereo Vision- [pdf][bibtex]
Understanding Real World Indoor Scenes With Synthetic Data- [pdf][bibtex]
Stereo Matching With Color and Monochrome Cameras in Low-Light Conditions- [pdf][bibtex]
Camera Calibration From Dynamic Silhouettes Using Motion Barcodes- [pdf][bibtex]
Structure-From-Motion Revisited- [pdf][bibtex]
Constructing Canonical Regions for Fast and Effective View Selection- [pdf][bibtex]
Prior-Less Compressible Structure From Motion- [pdf][bibtex]
Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry- [pdf][bibtex]
Structure From Motion With Objects- [pdf][bibtex]
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features- [pdf][bibtex]
Multi-Oriented Text Detection With Fully Convolutional Networks- [pdf][bibtex]
Robust Scene Text Recognition With Automatic Rectification- [pdf][bibtex]
Mnemonic Descent Method: A Recurrent Process Applied for End-To-End Face Alignment- [pdf][bibtex]
Large-Pose Face Alignment via CNN-Based Dense 3D Model Fitting- [pdf][bibtex]
Adaptive 3D Face Reconstruction From Unconstrained Photo Collections- [pdf][bibtex]
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network- [pdf][bibtex]
Kinematic Structure Correspondences via Hypergraph Matching- [pdf][bibtex]
CP-mtML: Coupled Projection Multi-Task Metric Learning for Large Scale Face Retrieval- [pdf][bibtex]
PatchBatch: A Batch Augmented Loss for Optical Flow- [pdf][bibtex]
Joint Recovery of Dense Correspondence and Cosegmentation in Two Images- [pdf][bibtex]
Multi-View People Tracking via Hierarchical Trajectory Composition- [pdf][bibtex]
Object Tracking via Dual Linear Structured SVM and Explicit Feature Map- [pdf][bibtex]
Robust, Real-Time 3D Tracking of Multiple Objects With Similar Appearances- [pdf][bibtex]
An Egocentric Look at Video Photographer Identity- [pdf][bibtex]
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking- [pdf][bibtex]
Hedged Deep Tracking- [pdf][bibtex]
Structural Correlation Filter for Robust Visual Tracking- [pdf][bibtex]
Visual Tracking Using Attention-Modulated Disintegration and Integration- [pdf][bibtex]
A Continuous Occlusion Model for Road Scene Understanding- [pdf][bibtex]
Virtual Worlds as Proxy for Multi-Object Tracking Analysis- [pdf][bibtex]
Uncalibrated Photometric Stereo by Stepwise Optimization Using Principal Components of Isotropic BRDFs- [pdf][bibtex]
Unbiased Photometric Stereo for Colored Surfaces: A Variational Approach- [pdf][bibtex]
3D Reconstruction of Transparent Objects With Position-Normal Consistency- [pdf][bibtex]
Real-Time Depth Refinement for Specular Objects- [pdf][bibtex]
Recovering Transparent Shape From Time-Of-Flight Distortion- [pdf][bibtex]
Robust Light Field Depth Estimation for Noisy Scene With Occlusion- [pdf][bibtex]
Rotational Crossed-Slit Light Field- [pdf][bibtex]
Single Image Object Modeling Based on BRDF and R-Surfaces Learning- [pdf][bibtex]
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis- [pdf][bibtex]
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian With Application to Material Recognition- [pdf][bibtex]
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability- [pdf][bibtex]
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks- [pdf][bibtex]
Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis- [pdf][bibtex]
Rolling Rotations for Recognizing Human Actions From 3D Skeletal Data- [pdf][bibtex]
Improving the Robustness of Deep Neural Networks via Stability Training- [pdf][bibtex]
Logistic Boosting Regression for Label Distribution Learning- [pdf][bibtex]
Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold- [pdf][bibtex]
Deep Reflectance Maps- [pdf][bibtex]
Semantic Filtering- [pdf][bibtex]
UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation- [pdf][bibtex]
Robust Visual Place Recognition With Graph Kernels- [pdf][bibtex]
Semantic Image Segmentation With Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform- [pdf][bibtex]
Natural Language Object Retrieval- [pdf][bibtex]
DenseCap: Fully Convolutional Localization Networks for Dense Captioning- [pdf][bibtex]
Unsupervised Learning From Narrated Instruction Videos- [pdf][bibtex]
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks- [pdf][bibtex]
Jointly Modeling Embedding and Translation to Bridge Video and Language- [pdf][bibtex]
We Are Humor Beings: Understanding and Predicting Visual Humor- [pdf][bibtex]
Where to Look: Focus Regions for Visual Question Answering- [pdf][bibtex]
Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge From External Sources- [pdf][bibtex]
MovieQA: Understanding Stories in Movies Through Question-Answering- [pdf][bibtex]
TGIF: A New Dataset and Benchmark on Animated GIF Description- [pdf][bibtex]
Image Captioning With Semantic Attention- [pdf][bibtex]
Temporally Coherent 4D Reconstruction of Complex Dynamic Scenes- [pdf][bibtex]
Consensus of Non-Rigid Reconstructions- [pdf][bibtex]
Isometric Non-Rigid Shape-From-Motion in Linear Time- [pdf][bibtex]
Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees- [pdf][bibtex]
Egocentric Future Localization- [pdf][bibtex]
Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids- [pdf][bibtex]
Structured Feature Learning for Pose Estimation- [pdf][bibtex]
Convolutional Pose Machines- [pdf][bibtex]
Human Pose Estimation With Iterative Error Feedback- [pdf][bibtex]
WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks- [pdf][bibtex]
DisturbLabel: Regularizing CNN on the Loss Layer- [pdf][bibtex]
Gradual DropIn of Layers to Train Very Deep Neural Networks- [pdf][bibtex]
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition- [pdf][bibtex]
Deep SimNets- [pdf][bibtex]
Studying Very Low Resolution Recognition Using Deep Networks- [pdf][bibtex]
Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising- [pdf][bibtex]
Event-Specific Image Importance- [pdf][bibtex]
Quantized Convolutional Neural Networks for Mobile Devices- [pdf][bibtex]
Inverting Visual Representations With Convolutional Networks- [pdf][bibtex]
Pose-Aware Face Recognition in the Wild- [pdf][bibtex]
Multi-View Deep Network for Cross-View Classification- [pdf][bibtex]
Sparsifying Neural Network Connections for Face Recognition- [pdf][bibtex]
Pairwise Linear Regression Classification for Image Set Retrieval- [pdf][bibtex]
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale- [pdf][bibtex]
Learnt Quasi-Transitive Similarity for Retrieval From Large Collections of Faces- [pdf][bibtex]
Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition- [pdf][bibtex]
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity- [pdf][bibtex]
A Robust Multilinear Model Learning Framework for 3D Faces- [pdf][bibtex]
Ordinal Regression With Multiple Output CNN for Age Estimation- [pdf][bibtex]
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation- [pdf][bibtex]
Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation- [pdf][bibtex]
A Dual-Source Approach for 3D Pose Estimation From a Single Image- [pdf][bibtex]
Efficiently Creating 3D Training Data for Fine Hand Pose Estimation- [pdf][bibtex]
Sparseness Meets Deepness: 3D Human Pose Estimation From Monocular Video- [pdf][bibtex]
Answer-Type Prediction for Visual Question Answering- [pdf][bibtex]
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes- [pdf][bibtex]
Visual7W: Grounded Question Answering in Images- [pdf][bibtex]
Learning Deep Structure-Preserving Image-Text Embeddings- [pdf][bibtex]
Yin and Yang: Balancing and Answering Binary Visual Questions- [pdf][bibtex]
GIFT: A Real-Time and Scalable 3D Shape Search Engine- [pdf][bibtex]
Functional Faces: Groupwise Dense Correspondence Using Functional Maps- [pdf][bibtex]
Similarity Metric For Curved Shapes In Euclidean Space- [pdf][bibtex]
Shape Analysis With Hyperbolic Wasserstein Distance- [pdf][bibtex]
Tensor Power Iteration for Multi-Graph Matching- [pdf][bibtex]
Multivariate Regression on the Grassmannian for Predicting Novel Domains- [pdf][bibtex]
Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation- [pdf][bibtex]
Geospatial Correspondences for Multimodal Registration- [pdf][bibtex]
Constrained Deep Transfer Feature Learning and Its Applications- [pdf][bibtex]
Deep Canonical Time Warping- [pdf][bibtex]
Multilinear Hyperplane Hashing- [pdf][bibtex]
Large Scale Hard Sample Mining With Monte Carlo Tree Search- [pdf][bibtex]
Multi-Label Ranking From Positive and Unlabeled Data- [pdf][bibtex]
Joint Unsupervised Learning of Deep Representations and Image Clusters- [pdf][bibtex]
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds- [pdf][bibtex]
Symmetry reCAPTCHA- [pdf][bibtex]
Unsupervised Learning of Discriminative Attributes and Visual Representations- [pdf][bibtex]
When VLAD Met Hilbert- [pdf][bibtex]
Approximate Log-Hilbert-Schmidt Distances Between Covariance Operators for Image Classification- [pdf][bibtex]
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming- [pdf][bibtex]
Robust Tensor Factorization With Unknown Noise- [pdf][bibtex]
Kernel Approximation via Empirical Orthogonal Decomposition for Unsupervised Feature Learning- [pdf][bibtex]
Active Learning for Delineation of Curvilinear Structures- [pdf][bibtex]
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion- [pdf][bibtex]
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization- [pdf][bibtex]
Sliced Wasserstein Kernels for Probability Distributions- [pdf][bibtex]
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations- [pdf][bibtex]
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency- [pdf][bibtex]
MSR-VTT: A Large Video Description Dataset for Bridging Video and Language- [pdf][bibtex]
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition- [pdf][bibtex]
Structural-RNN: Deep Learning on Spatio-Temporal Graphs- [pdf][bibtex]
Learning to Select Pre-Trained Deep Representations With Bayesian Evidence Framework- [pdf][bibtex]
Synthesized Classifiers for Zero-Shot Learning- [pdf][bibtex]
Semi-Supervised Vocabulary-Informed Learning- [pdf][bibtex]
Simultaneous Clustering and Model Selection for Tensor Affinities- [pdf][bibtex]
Discriminatively Embedded K-Means for Multi-View Clustering- [pdf][bibtex]
Min Norm Point Algorithm for Higher Order MRF-MAP Inference- [pdf][bibtex]
Learning Deep Representation for Imbalanced Classification- [pdf][bibtex]
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions- [pdf][bibtex]
Sparse Coding for Third-Order Super-Symmetric Tensor Descriptors With Application to Texture Recognition- [pdf][bibtex]
Random Features for Sparse Signal Classification- [pdf][bibtex]
High-Quality Depth From Uncalibrated Small Motion Clip- [pdf][bibtex]
Efficient 3D Room Shape Recovery From a Single Panorama- [pdf][bibtex]
Structured Prediction of Unobserved Voxels From a Single Depth Image- [pdf][bibtex]
HyperDepth: Learning Depth From Structured Light Without Matching- [pdf][bibtex]
SVBRDF-Invariant Shape and Reflectance Estimation From Light-Field Cameras- [pdf][bibtex]
Semantic 3D Reconstruction With Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint- [pdf][bibtex]
Theory and Practice of Structure-From-Motion Using Affine Correspondences- [pdf][bibtex]
Just Look at the Image: Viewpoint-Specific Surface Normal Prediction for Improved Multi-View Reconstruction- [pdf][bibtex]
From Dusk Till Dawn: Modeling in the Dark- [pdf][bibtex]
Accelerated Generative Models for 3D Point Cloud Data- [pdf][bibtex]
Monocular Depth Estimation Using Neural Regression Forest- [pdf][bibtex]
DeepStereo: Learning to Predict New Views From the World's Imagery- [pdf][bibtex]
WIDER FACE: A Face Detection Benchmark- [pdf][bibtex]
Situation Recognition: Visual Semantic Role Labeling for Image Understanding- [pdf][bibtex]
A 3D Morphable Model Learnt From 10,000 Faces- [pdf][bibtex]
Some Like It Hot - Visual Guidance for Preference Prediction- [pdf][bibtex]
EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild- [pdf][bibtex]
ForgetMeNot: Memory-Aware Forensic Facial Sketch Matching- [pdf][bibtex]
LOMo: Latent Ordinal Model for Facial Analysis in Videos- [pdf][bibtex]
Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation- [pdf][bibtex]
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians- [pdf][bibtex]
Fits Like a Glove: Rapid and Reliable Hand Shape Personalization- [pdf][bibtex]
Slicing Convolutional Neural Network for Crowd Video Understanding- [pdf][bibtex]
Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation- [pdf][bibtex]
Motion From Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories- [pdf][bibtex]
Volumetric and Multi-View CNNs for Object Classification on 3D Data- [pdf][bibtex]
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World- [pdf][bibtex]
Learning Weight Uncertainty With Stochastic Gradient MCMC for Shape Classification- [pdf][bibtex]
A Field Model for Repairing 3D Shapes- [pdf][bibtex]
GOGMA: Globally-Optimal Gaussian Mixture Alignment- [pdf][bibtex]
Efficient Deep Learning for Stereo Matching- [pdf][bibtex]
Efficient Coarse-To-Fine PatchMatch for Large Displacement Optical Flow- [pdf][bibtex]
FANNG: Fast Approximate Nearest Neighbour Graphs- [pdf][bibtex]
Exemplar-Driven Top-Down Saliency Detection via Deep Association- [pdf][bibtex]
Unconstrained Salient Object Detection via Proposal Subset Optimization- [pdf][bibtex]
Recombinator Networks: Learning Coarse-To-Fine Feature Aggregation- [pdf][bibtex]
End-To-End Saliency Mapping via Probability Distribution Prediction- [pdf][bibtex]
A Paradigm for Building Generalized Models of Human Image Perception Through Data Fusion- [pdf][bibtex]
Longitudinal Face Modeling via Temporal Deep Restricted Boltzmann Machines- [pdf][bibtex]
Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation- [pdf][bibtex]
Estimating Correspondences of Deformable Objects "In-The-Wild"- [pdf][bibtex]
Gravitational Approach for Point Set Registration- [pdf][bibtex]
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration- [pdf][bibtex]
Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC- [pdf][bibtex]
Relaxation-Based Preprocessing Techniques for Markov Random Field Inference- [pdf][bibtex]
Sparse Coding for Classification via Discrimination Ensemble- [pdf][bibtex]
Principled Parallel Mean-Field Inference for Discrete Random Fields- [pdf][bibtex]
Guaranteed Outlier Removal With Mixed Integer Linear Programs- [pdf][bibtex]
Memory Efficient Max Flow for Multi-Label Submodular MRFs- [pdf][bibtex]
Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization- [pdf][bibtex]
Minimizing the Maximal Rank- [pdf][bibtex]
Solving Temporal Puzzles- [pdf][bibtex]
Estimating Sparse Signals With Smooth Support via Convex Programming and Block Sparsity- [pdf][bibtex]
TenSR: Multi-Dimensional Tensor Sparse Representation- [pdf][bibtex]
Moral Lineage Tracing- [pdf][bibtex]
Globally Optimal Rigid Intensity Based Registration: A Fast Fourier Domain Approach- [pdf][bibtex]
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity- [pdf][bibtex]
Fast Training of Triplet-Based Deep Binary Embedding Networks- [pdf][bibtex]
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction- [pdf][bibtex]
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning- [pdf][bibtex]
Fast Zero-Shot Image Tagging- [pdf][bibtex]
Modality and Component Aware Feature Fusion For RGB-D Scene Classification- [pdf][bibtex]
PPP: Joint Pointwise and Pairwise Image Label Prediction- [pdf][bibtex]
Cataloging Public Objects Using Aerial and Street-Level Images - Urban Trees- [pdf][bibtex]
Deep Exemplar 2D-3D Detection by Adapting From Real to Rendered Views- [pdf][bibtex]
Zero-Shot Learning via Joint Latent Similarity Embedding- [pdf][bibtex]
CRAFT Objects From Images- [pdf][bibtex]
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