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Trevor Darrell

  1. A ConvNet for the 2020s
    2022/01/10 by Zhuang Liu, Hanzi Mao, Liu, Zhuang +9 · 4 voices · 408 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #cs.CV
  2. End-to-End Training of Deep Visuomotor Policies
    2015/04/02 by Sergey Levine, Chelsea Finn, Levine, Sergey +5 · 2 voices · 73 citations
    #cs.LG #cs.CV #cs.RO
  3. Fully Convolutional Networks for Semantic Segmentation
    2014/11/14 by J. D. Long, Jonathan Long, Evan Shelhamer +4 · 1 voice · 244 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CV
  4. A ConvNet for the 2020s
    2022/06/01 by Zhuang Liu, Hanzi Mao, Chao-Yuan Wu +3 · 264 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  5. Rich feature hierarchies for accurate object detection and semantic\n segmentation
    2013/11/11 by Ross Girshick, Girshick, Ross, Jeff Donahue +5 · 166 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  6. Caffe: Convolutional Architecture for Fast Feature Embedding
    2014/06/20 by Yangqing Jia, Jia, Yangqing, Evan Shelhamer +13 · 259 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Video Surveillance and Tracking Methods
  7. Deep Domain Confusion: Maximizing for Domain Invariance
    2014/12/10 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +7 · 164 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  8. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
    2018/05/12 by Fisher Yu, Yu, Fisher, Haofeng Chen +13 · 119 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  9. Adversarial Discriminative Domain Adaptation
    2017/02/17 by Eric Tzeng, Judy Hoffman, Tzeng, Eric +5 · 114 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  10. DeCAF: A Deep Convolutional Activation Feature for Generic Visual\n Recognition
    2013/10/05 by Jeff Donahue, Yangqing Jia, Donahue, Jeff +11 · 106 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  11. Neural Network Diffusion
    2024/02/20 by Kai Wang, Dongwen Tang, Wang, Kai +17 · 1 voice · 6 citations
    #cs.LG #cs.CV
  12. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
    2020/06/01 by Fisher Yu, Haofeng Chen, Xin Wang +5 · 91 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  13. Aligning Large Multimodal Models with Factually Augmented RLHF
    2023/09/25 by Zhiqing Sun, Sheng Shen, Sun, Zhiqing +21 · 110 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  14. Adversarial Feature Learning
    2016/05/31 by Jeff Donahue, Philipp Krähenbühl, Donahue, Jeff +3 · 91 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Topic Modeling
  15. LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
    2023/05/23 by Long Lian, Boyi Li, Lian, Long +5 · 1 voice · 31 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  16. Sequential Modeling Enables Scalable Learning for Large Vision Models
    2023/12/01 by Yutong Bai, Xinyang Geng, Bai, Yutong +14 · 1 voice · 28 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
  17. CyCADA: Cycle-Consistent Adversarial Domain Adaptation
    2017/11/08 by Judy Hoffman, Eric Tzeng, Hoffman, Judy +13 · 50 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  18. MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
    2024/10/04 by Junyi Zhang, Zhang, Junyi, Charles Herrmann +13 · 127 citations
    Engineering · Mathematics · #Robotic Mechanisms and Dynamics #Mathematics and Applications #Advanced Numerical Analysis Techniques
  19. Real-World Humanoid Locomotion with Reinforcement Learning
    2023/03/06 by Ilija Radosavovic, Tete Xiao, Radosavovic, Ilija +9 · 62 citations
    Engineering · Computer Science · #Robotic Locomotion and Control #Reinforcement Learning in Robotics
  20. Long-term Recurrent Convolutional Networks for Visual Recognition and Description
    2014/11/17 by Jeff Donahue, Donahue, Jeff, Lisa Anne Hendricks +11 · 29 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. InstanceDiffusion: Instance-level Control for Image Generation
    2024/02/05 by Xudong Wang, Trevor Darrell, Wang, Xudong +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
  22. Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning
    2022/12/30 by Colorado Reed, Ritwik Gupta, Reed, Colorado J. +17 · 44 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Synthetic Aperture Radar (SAR) Applications and Techniques
  23. Rethinking the Value of Network Pruning
    2018/10/11 by Zhuang Liu, Mingjie Sun, Liu, Zhuang +7 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #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)
  24. Sequence to Sequence -- Video to Text
    2015/05/03 by Subhashini Venugopalan, Marcus Rohrbach, Venugopalan, Subhashini +9 · 32 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  25. Speaker-Follower Models for Vision-and-Language Navigation
    2018/06/07 by Daniel Fried, Fried, Daniel, Ronghang Hu +17 · 26 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. Fully Convolutional Networks for Semantic Segmentation
    2016/05/20 by Evan Shelhamer, Jonathan Long, Shelhamer, Evan +3 · 51 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
  27. Navigation World Models
    2024/12/04 by Amir Bar, Gaoyue Zhou, Bar, Amir +7 · 74 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Historical Geography and Cartography #Machine Learning (cs.LG) #Robotics (cs.RO)
  28. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
    2016/06/06 by Akira Fukui, Dong Huk Park, Fukui, Akira +9 · 30 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. Contrastive Test-Time Adaptation
    2022/04/21 by Dian Chen, Chen, Dian, Dequan Wang +5 · 29 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  30. Semi-supervised Domain Adaptation via Minimax Entropy
    2019/04/13 by Kuniaki Saito, Saito, Kuniaki, Donghyun Kim +7 · 22 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  31. Toward Multimodal Image-to-Image Translation
    2017/11/30 by Jun-Yan Zhu, Zhu, Jun-Yan, Richard Zhang +11 · 31 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Advanced Image Processing Techniques
  32. Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence
    2023/05/23 by Grace Luo, Lisa Dunlap, Luo, Grace +7 · 31 citations
    Computer Science · #Semantic Web and Ontologies
  33. Recasting Gradient-Based Meta-Learning as Hierarchical Bayes
    2018/01/26 by Erin Grant, Grant, Erin, Chelsea Finn +7 · 26 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
  34. Real-World Robot Learning with Masked Visual Pre-training
    2022/10/06 by Ilija Radosavovic, Radosavovic, Ilija, Tete Xiao +9 · 23 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
  35. Guiding Pretraining in Reinforcement Learning with Large Language Models
    2023/02/13 by Yuqing Du, Du, Yuqing, Olivia Watkins +13 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  36. Generating Visual Explanations
    2016/03/28 by Lisa Anne Hendricks, Hendricks, Lisa Anne, Zeynep Akata +9 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  37. NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media
    2021/04/13 by Grace Luo, Luo, Grace, Trevor Darrell +3 · 16 citations
    Computer Science · Medicine · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Viral Infections and Outbreaks Research
  38. Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion
    2022/04/18 by Evonne Ng, Hanbyul Joo, Ng, Evonne +11 · 17 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face recognition and analysis #Speech and Audio Processing
  39. Towards Learning to Play Piano with Dexterous Hands and Touch
    2021/06/03 by Huazhe Xu, Yuping Luo, Xu, Huazhe +7 · 1 voice · 1 citation
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Music Technology and Sound Studies
  40. Women also Snowboard: Overcoming Bias in Captioning Models
    2018/03/26 by Kaylee Burns, Lisa Anne Hendricks, Burns, Kaylee +7 · 16 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
  41. Multimodal Explanations: Justifying Decisions and Pointing to the\n Evidence
    2018/02/15 by Dong Huk Park, Lisa Anne Hendricks, Park, Dong Huk +11 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
  42. Learning Modular Neural Network Policies for Multi-Task and Multi-Robot\n Transfer
    2016/09/22 by Coline Devin, Abhishek Gupta, Devin, Coline +7 · 10 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Domain Adaptation and Few-Shot Learning
  43. Quasi-Dense Similarity Learning for Multiple Object Tracking
    2020/06/11 by Jiangmiao Pang, Pang, Jiangmiao, Linlu Qiu +11 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  44. Readout Guidance: Learning Control from Diffusion Features
    2023/12/04 by Grace Luo, Luo, Grace, Trevor Darrell +7 · 1 voice · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
  45. Modeling Relationships in Referential Expressions with Compositional Modular Networks
    2016/11/30 by Ronghang Hu, Hu, Ronghang, Marcus Rohrbach +7 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Human Pose and Action Recognition
  46. Reinforcement Learning from Imperfect Demonstrations
    2018/02/14 by Yang Gao, Huazhe, Gao, Yang +9 · 14 citations
    Computer Science · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance
  47. Fighting Copycat Agents in Behavioral Cloning from Observation Histories
    2020/10/28 by Jierui Lin, Wen, Chuan, Lin, Jierui +6 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  48. Frustratingly Simple Few-Shot Object Detection
    2020/03/16 by Xin Wang, Wang, Xin, Thomas E. Huang +7 · 11 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
  49. LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning
    2024/06/17 by Dantong Niu, Niu, Dantong, Yuvan Sharma +13 · 24 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Automated Systems
  50. Natural Language Object Retrieval
    2015/11/13 by Ronghang Hu, Huazhe Xu, Hu, Ronghang +9 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  51. Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
    2020/03/09 by Yinbo Chen, Chen, Yinbo, Zhuang Liu +7 · 9 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) #Multimodal Machine Learning Applications
  52. Large Language Models are Visual Reasoning Coordinators
    2023/10/23 by Liangyu Chen, Chen, Liangyu, Bo Li +13 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  53. Self-correcting LLM-controlled Diffusion Models
    2023/11/27 by Tsung-Han Wu, Wu, Tsung-Han, Long Lian +7 · 15 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  54. FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
    2016/12/08 by Judy Hoffman, Dequan Wang, Hoffman, Judy +5 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  55. Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
    2023/11/02 by Sam Toyer, Toyer, Sam, Olivia Watkins +21 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  56. Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
    2022/04/28 by Spencer Whitehead, Whitehead, Spencer, Suzanne Petryk +11 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  57. From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
    2024/01/03 by Evonne Ng, Javier Romero, Ng, Evonne +11 · 15 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization
  58. More Control for Free! Image Synthesis with Semantic Diffusion Guidance
    2021/12/10 by Xihui Liu, Dong Huk Park, Liu, Xihui +15 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  59. Hierarchical Open-vocabulary Universal Image Segmentation
    2023/07/03 by Xudong Wang, Shufan Li, Wang, Xudong +9 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  60. Localizing Moments in Video with Temporal Language
    2018/09/05 by Lisa Anne Hendricks, Hendricks, Lisa Anne, Oliver Wang +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Topic Modeling
  61. ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension
    2022/04/12 by Sanjay Subramanian, Subramanian, Sanjay, William Merrill +9 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  62. Something-Else: Compositional Action Recognition with Spatial-Temporal\n Interaction Networks
    2019/12/20 by Joanna Materzyńska, Materzynska, Joanna, Tete Xiao +9 · 6 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
  63. Can Language Models Learn to Listen?
    2023/08/21 by Evonne Ng, Sanjay Subramanian, Ng, Evonne +9 · 10 citations
    Computer Science · Psychology · #Face recognition and analysis #Emotion and Mood Recognition #Speech and Audio Processing
  64. Scaling Vision-Language Models with Sparse Mixture of Experts
    2023/03/13 by Sheng Shen, Zhewei Yao, Shen, Sheng +9 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  65. Humanoid Locomotion as Next Token Prediction
    2024/02/29 by Ilija Radosavovic, Radosavovic, Ilija, Bike Zhang +13 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
  66. Constrained Convolutional Neural Networks for Weakly Supervised Segmentation
    2015/06/11 by Deepak Pathak, Pathak, Deepak, Philipp Krähenbühl +3 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  67. Auto-Tuned Sim-to-Real Transfer
    2021/04/15 by Yuqing Du, Du, Yuqing, Olivia Watkins +7 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  68. Tent: Fully Test-time Adaptation by Entropy Minimization
    2020/06/18 by Dequan Wang, Wang, Dequan, Evan Shelhamer +7 · 8 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  69. Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation
    2021/03/31 by Xiangyu Yue, Yue, Xiangyu, Zangwei Zheng +11 · 6 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
  70. QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking
    2022/10/12 by Tobias Fischer, Thomas E. Huang, Fischer, Tobias +11 · 7 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Nasal Surgery and Airway Studies #Video Surveillance and Tracking Methods
  71. Learning Adaptive Parallel Reasoning with Language Models
    2025/04/21 by Jiayi Pan, Pan, Jiayi, Xiuyu Li +15 · 26 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Natural Language Processing Techniques
  72. Simultaneous Deep Transfer Across Domains and Tasks
    2015/10/08 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  73. Rethinking Patch Dependence for Masked Autoencoders
    2024/01/25 by Letian Fu, Long Lian, Fu, Letian +15 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
  74. When Do We Not Need Larger Vision Models?
    2024/03/19 by Baifeng Shi, Ziyang Wu, Shi, Baifeng +7 · 9 citations
    Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  75. Learning Humanoid Locomotion over Challenging Terrain
    2024/10/04 by Ilija Radosavovic, Radosavovic, Ilija, Sarthak Kamat +5 · 11 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Robotic Locomotion and Control #Human Motion and Animation
  76. Describing Differences in Image Sets with Natural Language
    2023/12/05 by Lisa Dunlap, Dunlap, Lisa, Yuhui Zhang +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  77. LLM-grounded Video Diffusion Models
    2023/09/29 by Long Lian, Lian, Long, Baifeng Shi +7 · 7 citations
    Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  78. Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
    2019/11/14 by Ronghang Hu, Amanpreet Singh, Hu, Ronghang +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  79. Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation
    2020/10/09 by Bo Li, Yezhen Wang, Li, Bo +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.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) #Multimodal Machine Learning Applications
  80. AutoPresent: Designing Structured Visuals from Scratch
    2025/01/01 by Jiaxin Ge, Ge, Jiaxin, Zora Zhiruo Wang +19 · 13 citations
    Computer Science · Engineering · #Architecture and Computational Design #Augmented Reality Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
  81. DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks
    2014/10/30 by Tao Chen, Chen, Tao, Damian Borth +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimedia (cs.MM) #Neural and Evolutionary Computing (cs.NE) #Sentiment Analysis and Opinion Mining
  82. Learning to Compose Neural Networks for Question Answering
    2016/01/07 by Jacob Andreas, Marcus Rohrbach, Andreas, Jacob +5 · 2 voices
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #cs.CL #cs.CV #cs.NE
  83. PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor
    2023/03/30 by Vidit Goel, Elia Peruzzo, Goel, Vidit +14 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  84. Using Language to Extend to Unseen Domains
    2022/10/18 by Lisa Dunlap, Clara Mohri, Dunlap, Lisa +12 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  85. Language-Conditioned Graph Networks for Relational Reasoning
    2019/05/10 by Ronghang Hu, Anna Rohrbach, Hu, Ronghang +5 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  86. Learning and Verification of Task Structure in Instructional Videos
    2023/03/23 by Medhini Narasimhan, Licheng Yu, Narasimhan, Medhini +7 · 4 citations
    Computer Science · #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 #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  87. Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
    2021/04/06 by Medhini Narasimhan, Narasimhan, Medhini, Shiry Ginosar +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Multimedia (cs.MM)
  88. Near to Mid-term Risks and Opportunities of Open-Source Generative AI
    2024/04/25 by Francisco Eiras, Eiras, Francisco, Aleksandar Petrov +45 · 2 voices · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  89. Finding Visual Task Vectors
    2024/04/08 by Alberto Hojel, Hojel, Alberto, Yutong Bai +7 · 5 citations
    Computer Science · #Human Pose and Action Recognition #Data Visualization and Analytics #Gaze Tracking and Assistive Technology
  90. Attentive Explanations: Justifying Decisions and Pointing to the\n Evidence
    2016/12/14 by Dong Huk Park, Lisa Anne Hendricks, Park, Dong Huk +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  91. CLAIR: Evaluating Image Captions with Large Language Models
    2023/10/19 by David M. Chan, Chan, David, Suzanne Petryk +7 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  92. In-Context Learning Enables Robot Action Prediction in LLMs
    2024/10/16 by Yida Yin, Zekai Wang, Yin, Yida +9 · 6 citations
    Computer Science · #Context-Aware Activity Recognition Systems
  93. Explainable Neural Computation via Stack Neural Module Networks
    2018/07/23 by Ronghang Hu, Hu, Ronghang, Jacob Andreas +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  94. When Does Perceptual Alignment Benefit Vision Representations?
    2024/10/14 by Shobhita Sundaram, Stephanie Fu, Sundaram, Shobhita +13 · 1 voice · 4 citations
    Neuroscience · #Visual perception and processing mechanisms
  95. Compositional Video Synthesis with Action Graphs
    2020/06/27 by Amir Bar, Bar, Amir, Roei Herzig +11 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Analysis and Summarization
  96. SelfAugment: Automatic Augmentation Policies for Self-Supervised\n Learning
    2020/09/16 by Colorado Reed, Sean Metzger, Reed, Colorado J +7 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  97. A Coefficient Makes SVRG Effective
    2023/11/09 by Yida Yin, Zhiqiu Xu, Yin, Yida +7 · 3 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  98. Discovering Non-monotonic Autoregressive Orderings with Variational Inference
    2021/10/27 by Xuanlin Li, Li, Xuanlin, Brandon Trabucco +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  99. Search Arena: Analyzing Search-Augmented LLMs
    2025/06/05 by Mihran Miroyan, Miroyan, Mihran, Tsung-Jui Wu +19 · 8 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Text Readability and Simplification
  100. Enough Coin Flips Can Make LLMs Act Bayesian
    2025/03/06 by Ritwik Gupta, Gupta, Ritwik, Rodolfo Corona +11 · 1 voice · 4 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  101. Segment Anything without Supervision
    2024/06/28 by Xudong Wang, Wang, XuDong, Jingfeng Yang +3 · 3 citations
    Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Counseling Practices and Supervision #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reflective Practices in Education
  102. G3: Geolocation via Guidebook Grounding
    2022/11/28 by Grace Luo, Luo, Grace, Giscard Biamby +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  103. TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering
    2024/04/01 by Chuyi Shang, Shang, Chuyi, Amos You +7 · 3 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  104. Whole-Body Conditioned Egocentric Video Prediction
    2025/06/26 by Yutong Bai, Danny Tran, Bai, Yutong +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM) #Robotics (cs.RO)
  105. VisionArena: 230K Real World User-VLM Conversations with Preference Labels
    2024/12/11 by Christopher Chou, Chou, Christopher, Lisa Dunlap +12 · 4 citations
    Environmental Science · #Impact of Light on Environment and Health
  106. Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)
    2024/10/25 by Leander Girrbach, Stephan Alaniz, Girrbach, Leander +7 · 1 voice · 4 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.CL #cs.CY
  107. Shape-Guided Diffusion with Inside-Outside Attention
    2022/12/01 by Dong Huk Park, Grace Luo, Park, Dong Huk +13 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Handwritten Text Recognition Techniques
  108. TOAST: Transfer Learning via Attention Steering
    2023/05/24 by Baifeng Shi, Shi, Baifeng, Siyu Gai +5 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #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
  109. Vision-Language Models Create Cross-Modal Task Representations
    2024/10/29 by Grace Luo, Luo, Grace, Trevor Darrell +3 · 4 citations
    Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language and cultural evolution #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  110. On learning to localize objects with minimal supervision
    2014/03/05 by Hyun Oh Song, Ross Girshick, Song, Hyun Oh +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  111. Plan Arithmetic: Compositional Plan Vectors for Multi-Task Control
    2019/10/30 by Coline Devin, Daniel Geng, Devin, Coline +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO) #Topic Modeling
  112. SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection
    2018/12/03 by Eric Tzeng, Kaylee Burns, Tzeng, Eric +5 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  113. Wolf: Dense Video Captioning with a World Summarization Framework
    2024/07/26 by Boyi Li, Li, Boyi, Ligeng Zhu +40 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  114. LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery
    2025/05/05 by Jerome Quenum, Quenum, Jerome, Wen-Han Hsieh +9 · 5 citations
    Earth and Planetary Sciences · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geographic Information Systems Studies #Geological Modeling and Analysis #Methane Hydrates and Related Phenomena
  115. Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies
    2024/09/25 by Ritwik Gupta, Leah Walker, Gupta, Ritwik +13 · 1 voice
    Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.CY
  116. Fine-grained pose prediction, normalization, and recognition
    2015/11/22 by Ning Zhang, Evan Shelhamer, Zhang, Ning +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Processing and 3D Reconstruction #Image and Object Detection Techniques
  117. Learning to Detect Every Thing in an Open World
    2021/12/03 by Kuniaki Saito, Saito, Kuniaki, Ping Hu +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  118. Explaining Reinforcement Learning Policies through Counterfactual Trajectories
    2022/01/29 by Julius Frost, Olivia Watkins, Frost, Julius +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.6 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  119. The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio
    2025/07/03 by Renhao Wang, Wang, Renhao, Haoran Geng +17 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Music Technology and Sound Studies #Robotics (cs.RO) #Speech and dialogue systems
  120. Visual Attention Emerges from Recurrent Sparse Reconstruction
    2022/04/23 by Baifeng Shi, Shi, Baifeng, Yale Song +7 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function
  121. TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
    2022/08/14 by Medhini Narasimhan, Arsha Nagrani, Narasimhan, Medhini +11 · 1 citation
    Computer Science · #Video Analysis and Summarization #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  122. PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
    2022/12/08 by Roei Herzig, Herzig, Roei, Ofir Abramovich +13 · 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
  123. Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction
    2022/12/20 by Boyi Li, Rodolfo Corona, Li, Boyi +17 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  124. Dropout Reduces Underfitting
    2023/03/02 by Zhuang Liu, Zhiqiu Xu, Liu, Zhuang +7 · 1 citation
    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) #Machine Learning and Data Classification
  125. Risks and Opportunities of Open-Source Generative AI
    2024/05/14 by Francisco Eiras, Eiras, Francisco, Aleksander Petrov +47 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  126. Puzzled by Puzzles: When Vision-Language Models Can't Take a Hint
    2025/05/29 by Heekyung Lee, Lee, Heekyung, Jiaxin Ge +8 · 2 citations
    Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism
  127. Pose Priors from Language Models
    2024/05/06 by Sanjay Subramanian, Evonne Ng, Subramanian, Sanjay +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  128. Navigating the Labyrinth: Evaluating LLMs' Ability to Reason About Search Problems
    2024/06/18 by Nasim Borazjanizadeh, Roei Herzig, Borazjanizadeh, Nasim +7 · 1 citation
    Computer Science · #Open Education and E-Learning
  129. Similarity R-C3D for Few-shot Temporal Activity Detection
    2018/12/25 by Huijuan Xu, Bingyi Kang, Xu, Huijuan +9 · 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 #Multimodal Machine Learning Applications
  130. Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
    2024/11/28 by Chancharik Mitra, Mitra, Chancharik, Brandon Huang +16 · 1 citation
    Arts and Humanities · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #linguistics and terminology studies
  131. Deep Compositional Captioning: Describing Novel Object Categories\n without Paired Training Data
    2015/11/17 by Lisa Anne Hendricks, Subhashini Venugopalan, Hendricks, Lisa Anne +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #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
  132. Open-Ended CT Volume Segmentation with Weak Supervision from Language
    2026/07/28 by Sanjay Subramanian, Junwei Yu, Zirui Wang +5
    #cs.CV