Hebert, Martial

157 publications

ICLR 2025 Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng, Zhipeng Bao, Ruoyu Zhao, Martial Hebert, Yu-Xiong Wang

ICCV 2025 ReferEverything: Towards Segmenting Everything We Can Speak of in Videos Anurag Bagchi, Zhipeng Bao, Yu-Xiong Wang, Pavel Tokmakov, Martial Hebert

NeurIPS 2024 Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Liang-Yan Gui, Yu-Xiong Wang

WACV 2023 Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang

ICCV 2023 Multi-Task View Synthesis with Neural Radiance Fields Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang

CVPR 2023 Object Discovery from Motion-Guided Tokens Zhipeng Bao, Pavel Tokmakov, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert

ECCV 2022 Approximate Differentiable Rendering with Algebraic Surfaces Leonid Keselman, Martial Hebert

CoRL 2022 Deep Projective Rotation Estimation Through Relative Supervision Brian Okorn, Chuer Pan, Martial Hebert, David Held

CVPR 2022 Discovering Objects That Can Move Zhipeng Bao, Pavel Tokmakov, Allan Jabri, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert

ICML 2022 Generative Modeling for Multi-Task Visual Learning Zhipeng Bao, Martial Hebert, Yu-Xiong Wang

ECCV 2022 Learning Continuous Implicit Representation for Near-Periodic Patterns Bowei Chen, Tiancheng Zhi, Martial Hebert, Srinivasa G. Narasimhan

ICLR 2021 Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao, Yu-Xiong Wang, Martial Hebert

ICCV 2021 Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang

CVPRW 2021 Unlocking the Full Potential of Small Data with Diverse Supervision Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert

WACV 2020 Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions Kashyap Chitta, Jose M. Alvarez, Martial Hebert

ECCVW 2020 Unsupervised Learning of Video Representations via Dense Trajectory Clustering Pavel Tokmakov, Martial Hebert, Cordelia Schmid

AAAI 2019 Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing Hanzhang Hu, Debadeepta Dey, Martial Hebert, J. Andrew Bagnell

ICCV 2017 Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi, Ishan Misra, Martial Hebert

ICCVW 2017 Few-Shot Hash Learning for Image Retrieval Liangke Gui, Yu-Xiong Wang, Martial Hebert

CVPR 2017 From Red Wine to Red Tomato: Composition with Context Ishan Misra, Abhinav Gupta, Martial Hebert

CVPR 2017 General Models for Rational Cameras and the Case of Two-Slit Projections Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce

AISTATS 2017 Gradient Boosting on Stochastic Data Streams Hanzhang Hu, Wen Sun, Arun Venkatraman, Martial Hebert, J. Andrew Bagnell

CVPR 2017 Growing a Brain: Fine-Tuning by Increasing Model Capacity Yu-Xiong Wang, Deva Ramanan, Martial Hebert

NeurIPS 2017 Learning to Model the Tail Yu-Xiong Wang, Deva Ramanan, Martial Hebert

NeurIPS 2017 Predictive-State Decoders: Encoding the Future into Recurrent Networks Arun Venkatraman, Nicholas Rhinehart, Wen Sun, Lerrel Pinto, Martial Hebert, Byron Boots, Kris Kitani, J. Bagnell

ICCV 2017 The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert

ECCV 2016 A Discriminative Framework for Anomaly Detection in Large Videos Allison Del Giorno, J. Andrew Bagnell, Martial Hebert

ECCV 2016 An Uncertain Future: Forecasting from Static Images Using Variational Autoencoders Jacob Walker, Carl Doersch, Abhinav Gupta, Martial Hebert

CVPR 2016 Consistency of Silhouettes and Their Duals Matthew Trager, Martial Hebert, Jean Ponce

CVPR 2016 Cross-Stitch Networks for Multi-Task Learning Ishan Misra, Abhinav Shrivastava, Abhinav Gupta, Martial Hebert

WACV 2016 Cutting Through the Clutter: Task-Relevant Features for Image Matching Rohit Girdhar, David F. Fouhey, Kris M. Kitani, Abhinav Gupta, Martial Hebert

WACV 2016 Dealing with Small Data and Training Blind Spots in the Manhattan World Wajahat Hussain, Javier Civera, Luis Montano, Martial Hebert

UAI 2016 Efficient Feature Group Sequencing for Anytime Linear Prediction Hanzhang Hu, Alexander Grubb, J. Andrew Bagnell, Martial Hebert

IJCAI 2016 Inference Machines for Nonparametric Filter Learning Arun Venkatraman, Wen Sun, Martial Hebert, Byron Boots, J. Andrew Bagnell

AAAI 2016 Learning by Transferring from Unsupervised Universal Sources Yu-Xiong Wang, Martial Hebert

NeurIPS 2016 Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs Yu-Xiong Wang, Martial Hebert

ECCV 2016 Learning to Learn: Model Regression Networks for Easy Small Sample Learning Yu-Xiong Wang, Martial Hebert

AAAI 2016 Online Instrumental Variable Regression with Applications to Online Linear System Identification Arun Venkatraman, Wen Sun, Martial Hebert, J. Andrew Bagnell, Byron Boots

ECCV 2016 Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification Ishan Misra, C. Lawrence Zitnick, Martial Hebert

ICCV 2015 Dense Optical Flow Prediction from a Static Image Jacob Walker, Abhinav Gupta, Martial Hebert

WACV 2015 Efficient Model Evaluation with Bilinear Separation Model Fanyi Xiao, Martial Hebert

AAAI 2015 Improving Multi-Step Prediction of Learned Time Series Models Arun Venkatraman, Martial Hebert, J. Andrew Bagnell

CVPR 2015 Inferring 3D Layout of Building Facades from a Single Image Jiyan Pan, Martial Hebert, Takeo Kanade

CVPR 2015 Model Recommendation: Generating Object Detectors from Few Samples Yu-Xiong Wang, Martial Hebert

ICCV 2015 Predicting Multiple Structured Visual Interpretations Debadeepta Dey, Varun Ramakrishna, Martial Hebert, J. Andrew Bagnell

ICCV 2015 Single Image 3D Without a Single 3D Image David F. Fouhey, Wajahat Hussain, Abhinav Gupta, Martial Hebert

ICCV 2015 The Joint Image Handbook Matthew Trager, Martial Hebert, Jean Ponce

AAAI 2015 Toward Mobile Robots Reasoning like Humans Jean H. Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis E. Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar J. Romero, Christian Lebiere, Robert M. Dean

CVPR 2015 Watch and Learn: Semi-Supervised Learning for Object Detectors from Video Ishan Misra, Abhinav Shrivastava, Martial Hebert

WACV 2014 Data-Driven Exemplar Model Selection Ishan Misra, Abhinav Shrivastava, Martial Hebert

ECCV 2014 Motion Words for Videos Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert

ECCV 2014 On Image Contours of Projective Shapes Jean Ponce, Martial Hebert

CVPR 2014 Patch to the Future: Unsupervised Visual Prediction Jacob Walker, Abhinav Gupta, Martial Hebert

WACV 2014 Physical Querying with Multi-Modal Sensing Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade

ECCV 2014 Pose Machines: Articulated Pose Estimation via Inference Machines Varun Ramakrishna, Daniel Munoz, Martial Hebert, James Andrew Bagnell, Yaser Sheikh

CVPR 2014 Predicting Failures of Vision Systems Peng Zhang, Jiuling Wang, Ali Farhadi, Martial Hebert, Devi Parikh

ECCV 2014 Self-Explanatory Sparse Representation for Image Classification Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Martial Hebert

CVPR 2014 Trinocular Geometry Revisited Jean Ponce, Martial Hebert

ECCV 2014 Unfolding an Indoor Origami World David Ford Fouhey, Abhinav Gupta, Martial Hebert

ICCV 2013 3DNN: Viewpoint Invariant 3D Geometry Matching for Scene Understanding Scott Satkin, Martial Hebert

ICCV 2013 Data-Driven 3D Primitives for Single Image Understanding David F. Fouhey, Abhinav Gupta, Martial Hebert

AAAI 2013 Gradient Networks: Explicit Shape Matching Without Extracting Edges Edward Hsiao, Martial Hebert

ICCV 2013 Style-Aware Mid-Level Representation for Discovering Visual Connections in Space and Time Yong Jae Lee, Alexei A. Efros, Martial Hebert

ECCV 2012 Activity Forecasting Kris M. Kitani, Brian D. Ziebart, James Andrew Bagnell, Martial Hebert

ECCV 2012 Classifier Ensemble Recommendation Pyry Matikainen, Rahul Sukthankar, Martial Hebert

ECCVW 2012 Classifier Ensemble Recommendation Pyry Matikainen, Rahul Sukthankar, Martial Hebert

ECCV 2012 Co-Inference for Multi-Modal Scene Analysis Daniel Munoz, James Andrew Bagnell, Martial Hebert

ECCV 2012 Connecting Missing Links: Object Discovery from Sparse Observations Using 5 Million Product Images Hongwen Kang, Martial Hebert, Alexei A. Efros, Takeo Kanade

ECCV 2012 Detecting Interesting Events Using Unsupervised Density Ratio Estimation Yuichi Ito, Kris M. Kitani, James A. Bagnell, Martial Hebert

ECCVW 2012 Detecting Interesting Events Using Unsupervised Density Ratio Estimation Yuichi Ito, Kris M. Kitani, James A. Bagnell, Martial Hebert

ECCV 2012 How Important Are "Deformable Parts" in the Deformable Parts Model? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

ECCVW 2012 How Important Are "Deformable Parts" in the Deformable Parts Model? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

CVPR 2012 Model Recommendation for Action Recognition Pyry Matikainen, Rahul Sukthankar, Martial Hebert

ECCV 2012 Object Recognition Robust to Imperfect Depth Data David F. Fouhey, Alvaro Collet, Martial Hebert, Siddhartha S. Srinivasa

ECCVW 2012 Object Recognition Robust to Imperfect Depth Data David F. Fouhey, Alvaro Collet, Martial Hebert, Siddhartha S. Srinivasa

CVPR 2012 Occlusion Reasoning for Object Detection Under Arbitrary Viewpoint Edward Hsiao, Martial Hebert

AAAI 2012 Using Expectations to Drive Cognitive Behavior Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert

ICCV 2011 Discovering Object Instances from Scenes of Daily Living Hongwen Kang, Martial Hebert, Takeo Kanade

ICCV 2011 Feature Seeding for Action Recognition Pyry Matikainen, Rahul Sukthankar, Martial Hebert

CVPR 2011 From 3D Scene Geometry to Human Workspace Abhinav Gupta, Scott Satkin, Alexei A. Efros, Martial Hebert

CVPR 2011 Learning Message-Passing Inference Machines for Structured Prediction Stéphane Ross, Daniel Munoz, Martial Hebert, J. Andrew Bagnell

ICCV 2011 Source Constrained Clustering Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert

ECCV 2010 Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics Abhinav Gupta, Alexei A. Efros, Martial Hebert

NeurIPS 2010 Estimating Spatial Layout of Rooms Using Volumetric Reasoning About Objects and Surfaces Abhinav Gupta, Martial Hebert, Takeo Kanade, David M. Blei

CVPR 2010 Making Specific Features Less Discriminative to Improve Point-Based 3D Object Recognition Edward Hsiao, Alvaro Collet, Martial Hebert

ECCV 2010 Modeling the Temporal Extent of Actions Scott Satkin, Martial Hebert

ECCV 2010 Representing Pairwise Spatial and Temporal Relations for Action Recognition Pyry Matikainen, Martial Hebert, Rahul Sukthankar

ECCV 2010 Stacked Hierarchical Labeling Daniel Munoz, J. Andrew Bagnell, Martial Hebert

CVPR 2009 An Empirical Study of Context in Object Detection Santosh Kumar Divvala, Derek Hoiem, James Hays, Alexei A. Efros, Martial Hebert

NeurIPS 2009 An Integer Projected Fixed Point Method for Graph Matching and MAP Inference Marius Leordeanu, Martial Hebert, Rahul Sukthankar

CVPR 2009 Contextual Classification with Functional Max-Margin Markov Networks Daniel Munoz, James A. Bagnell, Nicolas Vandapel, Martial Hebert

CVPRW 2009 Estimating Object Region from Local Contour Configuration Tetsuaki Suzuki, Martial Hebert

CVPR 2009 Geometric Reasoning for Single Image Structure Recovery David C. Lee, Martial Hebert, Takeo Kanade

ICCVW 2009 Image Composition for Object Pop-Out Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade

CVPRW 2009 Image Matching in Large Scale Indoor Environment Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade

AISTATS 2009 Inverse Optimal Heuristic Control for Imitation Learning Nathan Ratliff, Brian Ziebart, Kevin Peterson, J. Andrew Bagnell, Martial Hebert, Anind K. Dey, Siddhartha Srinivasa

CVPRW 2009 Temporal Segmentation and Activity Classification from First-Person Sensing Ekaterina H. Spriggs, Fernando De la Torre, Martial Hebert

ICCVW 2009 Trajectons: Action Recognition Through the Motion Analysis of Tracked Features Pyry Matikainen, Martial Hebert, Rahul Sukthankar

CVPR 2009 Unsupervised Learning for Graph Matching Marius Leordeanu, Martial Hebert

CVPRW 2008 Can Similar Scenes Help Surface Layout Estimation? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

CVPR 2008 Closing the Loop in Scene Interpretation Derek Hoiem, Alexei A. Efros, Martial Hebert

ECCV 2008 Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation Julien Mairal, Marius Leordeanu, Francis R. Bach, Martial Hebert, Jean Ponce

CVPRW 2008 Multi-Scale Interest Regions from Unorganized Point Clouds Ranjith Unnikrishnan, Martial Hebert

ECCV 2008 Object Recognition by Integrating Multiple Image Segmentations Caroline Pantofaru, Cordelia Schmid, Martial Hebert

CVPR 2008 Smoothing-Based Optimization Marius Leordeanu, Martial Hebert

CVPR 2008 Towards Unsupervised Whole-Object Segmentation: Combining Automated Matting with Boundary Detection Andrew N. Stein, Thomas S. Stepleton, Martial Hebert

CVPR 2008 Unsupervised Modeling of Object Categories Using Link Analysis Techniques Gunhee Kim, Christos Faloutsos, Martial Hebert

CVPR 2007 Beyond Local Appearance: Category Recognition from Pairwise Interactions of Simple Features Marius Leordeanu, Martial Hebert, Rahul Sukthankar

ICCV 2007 Event Detection in Crowded Videos Yan Ke, Rahul Sukthankar, Martial Hebert

ICCV 2007 Learning to Find Object Boundaries Using Motion Cues Andrew N. Stein, Derek Hoiem, Martial Hebert

ICCV 2007 Recovering Occlusion Boundaries from a Single Image Derek Hoiem, Andrew N. Stein, Alexei A. Efros, Martial Hebert

CVPR 2007 Spatio-Temporal Shape and Flow Correlation for Action Recognition Yan Ke, Rahul Sukthankar, Martial Hebert

CVPRW 2006 Combining Regions and Patches for Object Class Localization Caroline Pantofaru, Gyuri Dorkó, Cordelia Schmid, Martial Hebert

ICML 2006 Efficient MAP Approximation for Dense Energy Functions Marius Leordeanu, Martial Hebert

CVPR 2006 Putting Objects in Perspective Derek Hoiem, Alexei A. Efros, Martial Hebert

CVPRW 2006 Using Spatio-Temporal Patches for Simultaneous Estimation of Edge Strength, Orientation, and Motion Andrew N. Stein, Martial Hebert

CVPR 2005 A Flow-Based Approach to Vehicle Detection and Background Mosaicking in Airborne Video Hulya Yalcin, Martial Hebert, Robert T. Collins, Michael J. Black

ICCV 2005 A Hierarchical Field Framework for Unified Context-Based Classification Sanjiv Kumar, Martial Hebert

CVPR 2005 A Measure for Objective Evaluation of Image Segmentation Algorithms Ranjith Unnikrishnan, Caroline Pantofaru, Martial Hebert

CVPRW 2005 A Measure for Objective Evaluation of Image Segmentation Algorithms Ranjith Unnikrishnan, Caroline Pantofaru, Martial Hebert

ICCV 2005 A Spectral Technique for Correspondence Problems Using Pairwise Constraints Marius Leordeanu, Martial Hebert

CVPR 2005 Background Estimation Under Rapid Gain Change in Thermal Imagery Hulya Yalcin, Robert T. Collins, Martial Hebert

CVPRW 2005 Background Estimation Under Rapid Gain Change in Thermal Imagery Hulya Yalcin, Robert T. Collins, Martial Hebert

ICCV 2005 Efficient Visual Event Detection Using Volumetric Features Yan Ke, Rahul Sukthankar, Martial Hebert

ICCV 2005 Geometric Context from a Single Image Derek Hoiem, Alexei A. Efros, Martial Hebert

CVPR 2004 Linear Model Hashing and Batch RANSAC for Rapid and Accurate Object Recognition Ying Shan, Bogdan Matei, Harpreet S. Sawhney, Rakesh Kumar, Daniel F. Huber, Martial Hebert

CVPR 2004 Parts-Based 3D Object Classification Daniel F. Huber, Anuj Kapuria, Raghavendra Donamukkala, Martial Hebert

CVPR 2003 3D Modeling Using a Statistical Sensor Model and Stochastic Search Daniel F. Huber, Martial Hebert

NeurIPS 2003 Discriminative Fields for Modeling Spatial Dependencies in Natural Images Sanjiv Kumar, Martial Hebert

ICCV 2003 Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification Sanjiv Kumar, Martial Hebert

CVPR 2003 Man-Made Structure Detection in Natural Images Using a Causal Multiscale Random Field Sanjiv Kumar, Martial Hebert

ICCV 2003 Minimum Risk Distance Measure for Object Recognition Shyjan Mahamud, Martial Hebert

CVPR 2003 Shape-Based Recognition of Wiry Objects Owen T. Carmichael, Martial Hebert

CVPR 2003 The Optimal Distance Measure for Object Detection Shyjan Mahamud, Martial Hebert

ECCV 2002 Combining Simple Discriminators for Object Discrimination Shyjan Mahamud, Martial Hebert, John D. Lafferty

ECCV 2002 On Pencils of Tangent Planes and the Recognition of Smooth 3D Shapes from Silhouettes Svetlana Lazebnik, Amit Sethi, Cordelia Schmid, David J. Kriegman, Jean Ponce, Martial Hebert

ICCV 2001 Color Constancy Using KL-Divergence Charles R. Rosenberg, Martial Hebert, Sebastian Thrun

CVPR 2001 Object Recognition Using Boosted Discriminants Shyjan Mahamud, Martial Hebert, Jianbo Shi

CVPR 2001 Provably-Convergent Iterative Methods for Projective Structure from Motion Shyjan Mahamud, Martial Hebert, Yasuhiro Omori, Jean Ponce

CVPR 2000 Iterative Projective Reconstruction from Multiple Views Shyjan Mahamud, Martial Hebert

ICCV 1999 Efficient Recovery of Low-Dimensional Structure from High-Dimensional Data Shyjan Mahamud, Martial Hebert

CVPR 1999 Harmonic Maps and Their Applications in Surface Matching Dongmei Zhang, Martial Hebert

CVPR 1998 Efficient Multiple Model Recognition in Cluttered 3-D Scenes Andrew E. Johnson, Martial Hebert

CVPR 1997 Multi-Scale Classification of 3-D Objects Dongmei Zhang, Martial Hebert

CVPR 1997 Recognizing Objects by Matching Oriented Points Andrew E. Johnson, Martial Hebert

ECCV 1996 Object Representation in Computer Vision II, ECCV '96 International Workshop, Cambridge. UK, April 13-14, 1996, Proceedings Jean Ponce, Andrew Zisserman, Martial Hebert

CVPR 1996 On 3D Shape Similarity Heung-Yeung Shum, Martial Hebert, Katsushi Ikeuchi

ECCV 1996 On 3D Shape Synthesis Heung-Yeung Shum, Martial Hebert, Katsushi Ikeuchi

ECCV 1996 Report on the 1996 International Workshop on Object Representation in Computer Vision Jean Ponce, Martial Hebert, Andrew Zisserman

ICCV 1995 An Integral Approach to Free-Formed Object Modeling Heung-Yeung Shum, Martial Hebert, Katsushi Ikeuchi, Raj Reddy

ICCV 1995 Weakly-Calibrated Stereo Perception for Rover Navigation Luc Robert, Michel Buffa, Martial Hebert

ECCV 1994 Deriving Orientation Cues from Stereo Images Luc Robert, Martial Hebert

CVPR 1994 Object Representation for Object Recognition Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman

ICCV 1993 A Spherical Representation for the Recognition of Curved Objects Herve Delingette, Martial Hebert, Katsushi Ikeuchi

CVPR 1992 3-D Landmark Recognition from Range Images Martial Hebert

CVPR 1991 Shape Representation and Image Segmentation Using Deformable Surfaces Hervé Delingette, Martial Hebert, Katsushi Ikeuchi

IJCAI 1983 A 3-D Recognition and Positioning Algorithm Using Geometrical Matching Between Primitive Surfaces Olivier D. Faugeras, Martial Hebert