Hebert, Martial
- PCN: Point Completion Network
2018/08/02 by Wentao Yuan, Yuan, Wentao, Tejas Khot +7 · 38 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Robotics and Sensor-Based Localization #Medical Image Segmentation Techniques
- Cross-stitch Networks for Multi-task Learning
2016/04/12 by Misra, Ishan, Shrivastava, Abhinav, Gupta, Abhinav +1 · 29 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection
2017/08/04 by Dwibedi, Debidatta, Misra, Ishan, Hebert, Martial · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Structured Model For Action Detection
2018/12/09 by Yubo Zhang, Pavel Tokmakov, Zhang, Yubo +5 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Growing a Brain: Fine-Tuning by Increasing Model Capacity
2019/07/18 by Yu-Xiong Wang, Wang, Yu-Xiong, Deva Ramanan +3 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- Learning Monocular Reactive UAV Control in Cluttered Natural Environments
2012/11/07 by Ross, Stephane, Melik-Barkhudarov, Narek, Shankar, Kumar Shaurya +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- An Uncertain Future: Forecasting from Static Images using Variational Autoencoders
2016/06/25 by Walker, Jacob, Doersch, Carl, Gupta, Abhinav +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Pose Knows: Video Forecasting by Generating Pose Futures
2017/04/28 by Walker, Jacob, Marino, Kenneth, Gupta, Abhinav +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Discriminative Framework for Anomaly Detection in Large Videos
2016/09/28 by A. Giorno, J. Andrew Bagnell, Del Giorno, Allison +3 · 4 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Water Systems and Optimization
- Image Deformation Meta-Networks for One-Shot Learning
2019/05/28 by Zitian Chen, Chen, Zitian, Yanwei Fu +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments
2020/07/30 by Zuxin Liu, Liu, Zuxin, Baiming Chen +9 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Dense Optical Flow Prediction from a Static Image
2015/05/02 by Walker, Jacob, Gupta, Abhinav, Hebert, Martial · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Transferable Policies for Monocular Reactive MAV Control
2016/08/01 by Daftry, Shreyansh, Bagnell, J. Andrew, Hebert, Martial · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding
2024/09/05 by Yunze Man, Shuhong Zheng, Man, Yunze +9 · 6 citations
Computer Science · Earth and Planetary Sciences · #Image Processing and 3D Reconstruction #Advanced Vision and Imaging #3D Surveying and Cultural Heritage
- ReferEverything: Towards Segmenting Everything We Can Speak of in Videos
2024/10/30 by Bagchi, Anurag, Bao, Zhipeng, Wang, Yu-Xiong +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models
2023/12/10 by Zhipeng Bao, Bao, Zhipeng, Yijun Li +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency
2019/05/07 by Khot, Tejas, Agrawal, Shubham, Tulsiani, Shubham +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ZePHyR: Zero-shot Pose Hypothesis Rating
2021/04/28 by Okorn, Brian, Gu, Qiao, Hebert, Martial +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Approximate Differentiable Rendering with Algebraic Surfaces
2022/07/21 by Keselman, Leonid, Hebert, Martial · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #I.2.10 #I.3.7 #I.4.0
- Shuffle and Learn: Unsupervised Learning using Temporal Order Verification
2016/03/28 by Misra, Ishan, Zitnick, C. Lawrence, Hebert, Martial · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Low-Shot Learning from Imaginary Data
2018/01/16 by Wang, Yu-Xiong, Girshick, Ross, Hebert, Martial +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Few-Shot Learning with Intra-Class Knowledge Transfer
2020/08/22 by Vivek Roy, Yan Xu, Roy, Vivek +9 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning and ELM
- Watch and Learn: Semi-Supervised Learning of Object Detectors from\n Videos
2015/05/21 by Ishan Misra, Abhinav Shrivastava, Misra, Ishan +3 · 2 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Discovering Objects that Can Move
2022/03/18 by Zhipeng Bao, Bao, Zhipeng, Pavel Tokmakov +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Vision and Imaging
- SpeedMachines: Anytime Structured Prediction
2013/12/02 by Alexander Grubb, Grubb, Alexander, Munoz, Daniel +4 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Optimizing Algorithms From Pairwise User Preferences
2023/08/08 by Keselman, Leonid, Shih, Katherine, Hebert, Martial +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.1.2 #Human-Computer Interaction (cs.HC) #I.2.8 #I.2.9 #Robotics (cs.RO)
- Multi-task View Synthesis with Neural Radiance Fields
2023/09/29 by Shuhong Zheng, Zhipeng Bao, Zheng, Shuhong +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models
2024/11/07 by Zheng, Shuhong, Bao, Zhipeng, Zhao, Ruoyu +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Dual Perspectives on Non-Contrastive Self-Supervised Learning
2025/06/18 by Ponce, Jean, Terver, Basile, Hebert, Martial +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)