Martial Hebert

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 130

Top Venues

Publications

Zhipeng Bao, Yijun Li, Krishna Kumar Singh, Yu-Xiong Wang, Martial Hebert
Separate-and-Enhance: Compositional Finetuning for Text-to-Image Diffusion Models. SIGGRAPH (Conference Paper Track) (2024)
Zhipeng Bao, Pavel Tokmakov, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert
Object Discovery from Motion-Guided Tokens. CoRR (2023)
Leonid Keselman, Martial Hebert
Discovering Multiple Algorithm Configurations. CoRR (2023)
Zhipeng Bao, Yijun Li, Krishna Kumar Singh, Yu-Xiong Wang, Martial Hebert
Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models. CoRR (2023)
Nadine Chang, Francesco Ferroni, Michael J. Tarr, Martial Hebert, Deva Ramanan
Thinking Like an Annotator: Generation of Dataset Labeling Instructions. CoRR (2023)
Mingtong Zhang, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields. WACV (2023)
Leonid Keselman, Martial Hebert
Discovering Multiple Algorithm Configurations. ICRA (2023)
Leonid Keselman, Katherine Shih, Martial Hebert, Aaron Steinfeld
Optimizing Algorithms from Pairwise User Preferences. IROS (2023)
Zhipeng Bao, Pavel Tokmakov, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert
Object Discovery from Motion-Guided Tokens. CVPR (2023)
Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Multi-task View Synthesis with Neural Radiance Fields. ICCV (2023)
Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, François Rameau, Dong-Geol Choi, Jean Oh, In So Kweon, Martial Hebert
A Large-Scale Virtual Dataset and Egocentric Localization for Disaster Responses. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Leonid Keselman, Katherine Shih, Martial Hebert, Aaron Steinfeld
Optimizing Algorithms From Pairwise User Preferences. CoRR (2023)
Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Multi-task View Synthesis with Neural Radiance Fields. CoRR (2023)
Leonid Keselman, Martial Hebert
Flexible Techniques for Differentiable Rendering with 3D Gaussians. CoRR (2023)
Leonid Keselman, Martial Hebert
Approximate Differentiable Rendering with Algebraic Surfaces. ECCV (32) (2022)
Zhipeng Bao, Pavel Tokmakov, Allan Jabri, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert
Discovering Objects that Can Move. CVPR (2022)
Tiancheng Zhi, Bowei Chen, Ivaylo Boyadzhiev, Sing Bing Kang, Martial Hebert, Srinivasa G. Narasimhan
Semantically Supervised Appearance Decomposition for Virtual Staging from a Single Panorama. CoRR (2022)
Zhipeng Bao, Pavel Tokmakov, Allan Jabri, Yu-Xiong Wang, Adrien Gaidon, Martial Hebert
Discovering Objects that Can Move. CoRR (2022)
Brian Okorn, Chuer Pan, Martial Hebert, David Held
Deep Projective Rotation Estimation through Relative Supervision. CoRL (2022)
Leonid Keselman, Martial Hebert
Approximate Differentiable Rendering with Algebraic Surfaces. CoRR (2022)
Hae-Gon Jeon, Sunghoon Im, Jaesung Choe, Minjun Kang, Joon-Young Lee, Martial Hebert
CMSNet: Deep Color and Monochrome Stereo. Int. J. Comput. Vis. 130 (3) (2022)
Brian Okorn, Chuer Pan, Martial Hebert, David Held
Deep Projective Rotation Estimation through Relative Supervision. CoRR (2022)
Bowei Chen, Tiancheng Zhi, Martial Hebert, Srinivasa G. Narasimhan
Learning Continuous Implicit Representation for Near-Periodic Patterns. CoRR (2022)
Mingtong Zhang, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields. CoRR (2022)
Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Generative Modeling for Multi-task Visual Learning. ICML (2022)
Tiancheng Zhi, Bowei Chen, Ivaylo Boyadzhiev, Sing Bing Kang, Martial Hebert, Srinivasa G. Narasimhan
Semantically supervised appearance decomposition for virtual staging from a single panorama. ACM Trans. Graph. 41 (4) (2022)
Bowei Chen, Tiancheng Zhi, Martial Hebert, Srinivasa G. Narasimhan
Learning Continuous Implicit Representation for Near-Periodic Patterns. ECCV (15) (2022)
Kyungdon Joo, Pyojin Kim, Martial Hebert, In So Kweon, Hyoun Jin Kim
Linear RGB-D SLAM for Structured Environments. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Zhipeng Bao, Yu-Xiong Wang, Martial Hebert
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis. ICLR (2021)
Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
Generative Modeling for Multi-task Visual Learning. CoRR (2021)
Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang
Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision. ICCV (2021)
Satyaki Chakraborty, Martial Hebert
Learning to Track Object Position through Occlusion. CoRR (2021)
Brian Okorn, Qiao Gu, Martial Hebert, David Held
ZePHyR: Zero-shot Pose Hypothesis Rating. ICRA (2021)
Brian Okorn, Qiao Gu, Martial Hebert, David Held
ZePHyR: Zero-shot Pose Hypothesis Rating. CoRR (2021)
Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Unlocking the Full Potential of Small Data With Diverse Supervision. CVPR Workshops (2021)
Brian Okorn, Mengyun Xu, Martial Hebert, David Held
Learning Orientation Distributions for Object Pose Estimation. IROS (2020)
Zuxin Liu, Hongyi Zhou, Baiming Chen, Sicheng Zhong, Martial Hebert, Ding Zhao
Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method. CoRR (2020)
Brian Okorn, Mengyun Xu, Martial Hebert, David Held
Learning Orientation Distributions for Object Pose Estimation. CoRR (2020)
Yair Weiss, Vittorio Ferrari, Cristian Sminchisescu, Martial Hebert
Special Issue: Advances in Architectures and Theories for Computer Vision. Int. J. Comput. Vis. 128 (3) (2020)
Xia Chen, Jianren Wang, David Held, Martial Hebert
PanoNet3D: Combining Semantic and Geometric Understanding for LiDAR Point Cloud Detection. 3DV (2020)
Pavel Tokmakov, Martial Hebert, Cordelia Schmid
Unsupervised Learning of Video Representations via Dense Trajectory Clustering. CoRR (2020)
Zuxin Liu, Baiming Chen, Hongyi Zhou, Guru Koushik, Martial Hebert, Ding Zhao
MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. CoRR (2020)
Zhipeng Bao, Yu-Xiong Wang, Martial Hebert
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis. CoRR (2020)
Xia Chen, Jianren Wang, David Held, Martial Hebert
PanoNet3D: Combining Semantic and Geometric Understanding for LiDARPoint Cloud Detection. CoRR (2020)
Xia Chen, Jianren Wang, Martial Hebert
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding. CoRR (2020)
Nadine Chang, Jayanth Koushik, Michael J. Tarr, Martial Hebert, Yu-Xiong Wang
Alpha Net: Adaptation with Composition in Classifier Space. CoRR (2020)
Vivek Roy, Yan Xu, Yu-Xiong Wang, Kris Kitani, Ruslan Salakhutdinov, Martial Hebert
Few-Shot Learning with Intra-Class Knowledge Transfer. CoRR (2020)
Pavel Tokmakov, Martial Hebert, Cordelia Schmid
Unsupervised Learning of Video Representations via Dense Trajectory Clustering. ECCV Workshops (2) (2020)
Kashyap Chitta, José M. Álvarez, Martial Hebert
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions. WACV (2020)
Hae-Gon Jeon, Sunghoon Im, Jean Oh, Martial Hebert
Learning Shape-based Representation for Visual Localization in Extremely Changing Conditions. ICRA (2020)
Zuxin Liu, Baiming Chen, Hongyi Zhou, Guru Koushik, Martial Hebert, Ding Zhao
MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. IROS (2020)
Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, Dong-Geol Choi, Martial Hebert, In So Kweon
DISC: A Large-scale Virtual Dataset for Simulating Disaster Scenarios. IROS (2019)
Tiancheng Zhi, Bernardo R. Pires, Martial Hebert, Srinivasa G. Narasimhan
Multispectral Imaging for Fine-Grained Recognition of Powders on Complex Backgrounds. CVPR (2019)
Kevin Christensen, Martial Hebert
Edge-Direct Visual Odometry. CoRR (2019)
Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid
A Study on Action Detection in the Wild. CoRR (2019)
Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid
A Structured Model for Action Detection. CVPR (2019)
Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert
Image Deformation Meta-Networks for One-Shot Learning. CVPR (2019)
Kevin Christensen, Christoph Mertz, Padmanabhan Pillai, Martial Hebert, Mahadev Satyanarayanan
Towards a Distraction-free Waze. HotMobile (2019)
Tejas Khot, Shubham Agrawal, Shubham Tulsiani, Christoph Mertz, Simon Lucey, Martial Hebert
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency. CoRR (2019)
Jean Oh, Martial Hebert, Hae-Gon Jeon, Xavier Pérez, Chia Dai, Yeeho Song
Explainable Semantic Mapping for First Responders. CoRR (2019)
Leonid Keselman, Martial Hebert
Direct Fitting of Gaussian Mixture Models. CoRR (2019)
Hanzhang Hu, Debadeepta Dey, Martial Hebert, J. Andrew Bagnell
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing. AAAI (2019)
Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Learning Generalizable Representations via Diverse Supervision. CoRR (2019)
Leonid Keselman, Martial Hebert
Direct Fitting of Gaussian Mixture Models. CRV (2019)
Kashyap Chitta, José M. Álvarez, Martial Hebert
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions. CoRR (2019)
Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Learning Compositional Representations for Few-Shot Recognition. ICCV (2019)
Matthew Trager, Martial Hebert, Jean Ponce
Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. CVPR (2019)
Yu-Xiong Wang, Deva Ramanan, Martial Hebert
Growing a Brain: Fine-Tuning by Increasing Model Capacity. CoRR (2019)
Yu-Xiong Wang, Deva Ramanan, Martial Hebert
Meta-Learning to Detect Rare Objects. ICCV (2019)
Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert
Image Deformation Meta-Networks for One-Shot Learning. CoRR (2019)
Yu-Xiong Wang, Ross B. Girshick, Martial Hebert, Bharath Hariharan
Low-Shot Learning From Imaginary Data. CVPR (2018)
Wentao Yuan, Tejas Khot, David Held, Christoph Mertz, Martial Hebert
PCN: Point Completion Network. 3DV (2018)
Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Learning Compositional Representations for Few-Shot Recognition. CoRR (2018)
Wentao Yuan, David Held, Christoph Mertz, Martial Hebert
Iterative Transformer Network for 3D Point Cloud. CoRR (2018)
Wentao Yuan, Tejas Khot, David Held, Christoph Mertz, Martial Hebert
PCN: Point Completion Network. CoRR (2018)
Yu-Xiong Wang, Ross B. Girshick, Martial Hebert, Bharath Hariharan
Low-Shot Learning from Imaginary Data. CoRR (2018)
Kashyap Chitta, Jianwei Feng, Martial Hebert
Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels. CoRR (2018)
Tiancheng Zhi, Bernardo R. Pires, Martial Hebert, Srinivasa G. Narasimhan
Deep Material-Aware Cross-Spectral Stereo Matching. CVPR (2018)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CVPR (2018)
Yubo Zhang, Pavel Tokmakov, Cordelia Schmid, Martial Hebert
A Structured Model For Action Detection. CoRR (2018)
Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert
The Pose Knows: Video Forecasting by Generating Pose Futures. CoRR (2017)
Arun Venkatraman, Nicholas Rhinehart, Wen Sun, Lerrel Pinto, Martial Hebert, Byron Boots, Kris M. Kitani, J. Andrew Bagnell
Predictive-State Decoders: Encoding the Future into Recurrent Networks. CoRR (2017)
Hanzhang Hu, Wen Sun, Arun Venkatraman, Martial Hebert, J. Andrew Bagnell
Gradient Boosting on Stochastic Data Streams. CoRR (2017)
Yu-Xiong Wang, Deva Ramanan, Martial Hebert
Learning to Model the Tail. NIPS (2017)
Dhruv Mauria Saxena, Vince Kurtz, Martial Hebert
Learning robust failure response for autonomous vision based flight. ICRA (2017)
Liangke Gui, Yu-Xiong Wang, Martial Hebert
Few-Shot Hash Learning for Image Retrieval. ICCV Workshops (2017)
Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce
General Models for Rational Cameras and the Case of Two-Slit Projections. CVPR (2017)
Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert
The Pose Knows: Video Forecasting by Generating Pose Futures. ICCV (2017)
Debidatta Dwibedi, Ishan Misra, Martial Hebert
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection. CoRR (2017)
Arun Venkatraman, Nicholas Rhinehart, Wen Sun, Lerrel Pinto, Martial Hebert, Byron Boots, Kris M. Kitani, James Andrew Bagnell
Predictive-State Decoders: Encoding the Future into Recurrent Networks. NIPS (2017)
Hanzhang Hu, Debadeepta Dey, J. Andrew Bagnell, Martial Hebert
Anytime Neural Networks via Joint Optimization of Auxiliary Losses. CoRR (2017)
Katharina Mülling, Arun Venkatraman, Jean-Sebastien Valois, John Downey, Jeffrey M. Weiss, Shervin Javdani, Martial Hebert, Andrew B. Schwartz, Jennifer L. Collinger, J. Andrew Bagnell
Autonomy infused teleoperation with application to brain computer interface controlled manipulation. Auton. Robots 41 (6) (2017)
Debidatta Dwibedi, Ishan Misra, Martial Hebert
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection. ICCV (2017)
Hanzhang Hu, Debadeepta Dey, Allison Del Giorno, Martial Hebert, J. Andrew Bagnell
Log-DenseNet: How to Sparsify a DenseNet. CoRR (2017)
Yu-Xiong Wang, Deva Ramanan, Martial Hebert
Growing a Brain: Fine-Tuning by Increasing Model Capacity. CVPR (2017)
Allison Del Giorno, J. Andrew Bagnell, Martial Hebert
Ignoring Distractors in the Absence of Labels: Optimal Linear Projection to Remove False Positives During Anomaly Detection. CoRR (2017)
Hanzhang Hu, Wen Sun, Arun Venkatraman, Martial Hebert, J. Andrew Bagnell
Gradient Boosting on Stochastic Data Streams. AISTATS (2017)
Ishan Misra, Abhinav Gupta, Martial Hebert
From Red Wine to Red Tomato: Composition with Context. CVPR (2017)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CoRR (2017)
Yu-Xiong Wang, Martial Hebert
Learning to Learn: Model Regression Networks for Easy Small Sample Learning. ECCV (6) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martial Hebert