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Girdhar, Rohit

  1. The Llama 3 Herd of Models
    2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2721 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. ImageBind: One Embedding Space To Bind Them All
    2023/05/09 by Rohit Girdhar, Alaaeldin El-Nouby, Girdhar, Rohit +11 · 2 voices · 182 citations
    Computer Science · #cs.CV #cs.AI #cs.LG #cs.MM
  3. Masked-attention Mask Transformer for Universal Image Segmentation
    2021/12/02 by Bowen Cheng, Cheng, Bowen, Ishan Misra +7 · 279 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
  4. Ego4D: Around the World in 3,000 Hours of Egocentric Video
    2021/10/13 by Kristen Grauman, Grauman, Kristen, Andrew Westbury +166 · 207 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Participatory Visual Research Methods #Video Surveillance and Tracking Methods
  5. Movie Gen: A Cast of Media Foundation Models
    2024/10/17 by Adam Polyak, Polyak, Adam, Amit Zohar +164 · 122 citations
    Economics, Econometrics and Finance · #Cinema and Media Studies
  6. 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
  7. 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
  8. Cut and Learn for Unsupervised Object Detection and Instance Segmentation
    2023/01/26 by Wang, Xudong, Girdhar, Rohit, Yu, Stella X. +1 · 22 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. 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
  10. Omnivore: A Single Model for Many Visual Modalities
    2022/01/20 by Rohit Girdhar, Mannat Singh, Girdhar, Rohit +9 · 17 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
  11. An End-to-End Transformer Model for 3D Object Detection
    2021/09/16 by Misra, Ishan, Girdhar, Rohit, Joulin, Armand · 16 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. 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
  13. Anticipative Video Transformer
    2021/06/03 by Girdhar, Rohit, Grauman, Kristen · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  14. Mask2Former for Video Instance Segmentation
    2021/12/20 by Cheng, Bowen, Choudhuri, Anwesa, Misra, Ishan +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Video Action Transformer Network
    2018/12/06 by Girdhar, Rohit, Carreira, João, Doersch, Carl +1 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Self-Supervised Pretraining of 3D Features on any Point-Cloud
    2021/01/07 by Zaiwei Zhang, Zhang, Zaiwei, Rohit Girdhar +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
  17. CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
    2019/10/10 by Rohit Girdhar, Deva Ramanan, Girdhar, Rohit +1 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  18. OmniMAE: Single Model Masked Pretraining on Images and Videos
    2022/06/16 by Girdhar, Rohit, El-Nouby, Alaaeldin, Singh, Mannat +3 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
    2023/08/28 by Wang, Xudong, Misra, Ishan, Zeng, Ziyun +2 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Learning a Predictable and Generative Vector Representation for Objects
    2016/03/29 by Girdhar, Rohit, Fouhey, David F., Rodriguez, Mikel +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  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. Binge Watching: Scaling Affordance Learning from Sitcoms
    2018/04/09 by Xiaolong Wang, Rohit Girdhar, Wang, Xiaolong +3 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning
  23. Diffusion Autoencoders are Scalable Image Tokenizers
    2025/01/30 by Chen, Yinbo, Girdhar, Rohit, Wang, Xiaolong +2 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Motion-Conditioned Image Animation for Video Editing
    2023/11/30 by Yan, Wilson, Brown, Andrew, Abbeel, Pieter +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimedia (cs.MM)
  25. 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
  26. Human Action Anticipation: A Survey
    2024/10/17 by Lai, Bolin, Toyer, Sam, Nagarajan, Tushar +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. HierVL: Learning Hierarchical Video-Language Embeddings
    2023/01/05 by Kumar Ashutosh, Ashutosh, Kumar, Rohit Girdhar +5 · 3 citations
    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
  28. ActionVLAD: Learning spatio-temporal aggregation for action classification
    2017/04/10 by Rohit Girdhar, Girdhar, Rohit, Deva Ramanan +7 · 1 citation
    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
  29. Detect-and-Track: Efficient Pose Estimation in Videos
    2017/12/26 by Rohit Girdhar, Georgia Gkioxari, Girdhar, Rohit +7 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Vision and Imaging
  30. MetaPix: Few-Shot Video Retargeting
    2019/10/10 by Lee, Jessica, Ramanan, Deva, Girdhar, Rohit · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Are we asking the right questions in MovieQA?
    2019/11/08 by Jasani, Bhavan, Girdhar, Rohit, Ramanan, Deva · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos
    2024/04/08 by Chen, Changan, Ashutosh, Kumar, Girdhar, Rohit +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  33. Learning to Substitute Ingredients in Recipes
    2023/02/15 by Fatemi, Bahare, Duval, Quentin, Girdhar, Rohit +2 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  34. Generating Illustrated Instructions
    2023/12/07 by Menon, Sachit, Misra, Ishan, Girdhar, Rohit · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  35. LLMs can see and hear without any training
    2025/01/30 by Ashutosh, Kumar, Gandelsman, Yossi, Chen, Xinlei +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Video Understanding as Machine Translation
    2020/06/12 by Bruno Korbar, Fabio Petroni, Korbar, Bruno +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications