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Ishan Misra

  1. Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
    2023/01/19 by Mahmoud Assran, Assran, Mahmoud, Quentin Duval +14 · 8 voices · 175 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Advanced Neural Network Applications
  2. DINOv2: Learning Robust Visual Features without Supervision
    2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1617 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  3. Emerging Properties in Self-Supervised Vision Transformers
    2021/10/01 by Mathilde Caron, Hugo Touvron, Ishan Misra +4 · 520 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  4. ImageBind: One Embedding Space To Bind Them All
    2023/05/09 by Rohit Girdhar, Girdhar, Rohit, Alaaeldin El-Nouby +11 · 2 voices · 184 citations
    Computer Science · #cs.CV #cs.AI #cs.LG #cs.MM
  5. Masked-attention Mask Transformer for Universal Image Segmentation
    2021/12/02 by Bowen Cheng, Ishan Misra, Cheng, Bowen +7 · 281 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  6. Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
    2020/06/17 by Mathilde Caron, Caron, Mathilde, Ishan Misra +9 · 204 citations
    Computer Science · #Image Enhancement Techniques #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods
  7. Barlow Twins: Self-Supervised Learning via Redundancy Reduction
    2021/03/04 by Jure Žbontar, Zbontar, Jure, Jing Li +7 · 129 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  8. Movie Gen: A Cast of Media Foundation Models
    2024/10/17 by Adam Polyak, Polyak, Adam, Amit Zohar +164 · 123 citations
    Economics, Econometrics and Finance · #Cinema and Media Studies
  9. Detecting Twenty-thousand Classes using Image-level Supervision
    2022/01/07 by Xingyi Zhou, Zhou, Xingyi, Rohit Girdhar +6 · 54 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  10. InstanceDiffusion: Instance-level Control for Image Generation
    2024/02/05 by Xudong Wang, Wang, Xudong, Trevor Darrell +7 · 1 voice · 29 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Medical Image Segmentation Techniques #cs.AI #cs.CV #cs.LG
  11. Does Object Recognition Work for Everyone?
    2019/06/06 by Terrance DeVries, Ishan Misra, DeVries, Terrance +5 · 1 voice · 4 citations
    #cs.CV #cs.LG
  12. Visual Storytelling
    2016/04/13 by Ting-Hao, Francis Ferraro, Huang +27 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  13. Frame Averaging for Invariant and Equivariant Network Design
    2021/10/07 by Omri Puny, Puny, Omri, Matan Atzmon +11 · 18 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
  14. Omnivore: A Single Model for Many Visual Modalities
    2022/01/20 by Rohit Girdhar, Mannat Singh, Girdhar, Rohit +9 · 18 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  15. Learning Video Representations from Large Language Models
    2022/12/08 by Yue Zhao, Zhao, Yue, Ishan Misra +5 · 20 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  16. Masked Siamese Networks for Label-Efficient Learning
    2022/04/14 by Mahmoud Assran, Assran, Mahmoud, Mathilde Caron +15 · 17 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  17. Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
    2023/11/17 by Rohit Girdhar, Girdhar, Rohit, Mannat Singh +17 · 22 citations
    Computer Science · Social Sciences · #Video Analysis and Summarization #Digital Games and Media #Generative Adversarial Networks and Image Synthesis
  18. Self-Supervised Pretraining of 3D Features on any Point-Cloud
    2021/01/07 by Zaiwei Zhang, Rohit Girdhar, Zhang, Zaiwei +5 · 9 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #Advanced Neural Network Applications #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications
  19. FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis
    2023/12/29 by Feng Liang, Liang, Feng, Bichen Wu +19 · 15 citations
    Computer Science · #Advanced Vision and Imaging #Video Coding and Compression Technologies #Computer Graphics and Visualization Techniques
  20. Self-supervised Pretraining of Visual Features in the Wild
    2021/03/02 by Priya Goyal, Goyal, Priya, Mathilde Caron +19 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Surveillance and Tracking Methods
  21. The effectiveness of MAE pre-pretraining for billion-scale pretraining
    2023/03/23 by Mannat Singh, Singh, Mannat, Quentin Duval +21 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  22. MOST: Multiple Object localization with Self-supervised Transformers for object discovery
    2023/04/11 by Sai Saketh Rambhatla, Rambhatla, Sai Saketh, Ishan Misra +5 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  23. The Hidden Uniform Cluster Prior in Self-Supervised Learning
    2022/10/13 by Mahmoud Assran, Randall Balestriero, Assran, Mahmoud +15 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. GeneCIS: A Benchmark for General Conditional Image Similarity
    2023/06/13 by Sagar Vaze, Vaze, Sagar, Nicolas Carion +3 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  25. A Simple Recipe for Competitive Low-compute Self supervised Vision Models
    2023/01/23 by Quentin Duval, Ishan Misra, Duval, Quentin +3 · 3 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data
    2023/02/28 by Sangwoo Mo, Jong-Chyi Su, Mo, Sangwoo +10 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  27. 3D Spatial Recognition without Spatially Labeled 3D
    2021/05/13 by Zhongzheng Ren, Ren, Zhongzheng, Ishan Misra +5 · 2 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Remote Sensing and LiDAR Applications
  28. Evaluating Text-to-Image Matching using Binary Image Selection (BISON)
    2019/01/19 by Hexiang Hu, Ishan Misra, Hu, Hexiang +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning
    2021/03/18 by Mandela Patrick, Patrick, Mandela, Yuki M. Asano +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  30. 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
  31. MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose
    2022/10/13 by Yang Fu, Ishan Misra, Fu, Yang +3 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications