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Laurent Itti

  1. A saliency-based search mechanism for overt and covert shifts of visual attention
    2000/06/01 by L. Itti, Laurent Itti, Christof Koch · 45 citations
    Neuroscience · Computer Science · #Visual perception and processing mechanisms #Neural dynamics and brain function #Visual Attention and Saliency Detection
  2. RoboCLIP: One Demonstration is Enough to Learn Robot Policies
    2023/10/11 by Sumedh Sontakke, Sontakke, Sumedh A, Jesse Zhang +13 · 26 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  3. CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research
    2015/05/14 by Ali Borji, Laurent Itti, Borji, Ali +1 · 7 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection
  4. Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
    2020/10/07 by Sumedh Sontakke, Arash Mehrjou, Sontakke, Sumedh A. +5 · 7 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Child and Animal Learning Development #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  5. DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
    2023/12/21 by Brian Nlong Zhao, Yuhang Xiao, Zhao, Brian Nlong +15 · 1 voice · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  6. Improving Zero-shot Generalization and Robustness of Multi-modal Models
    2022/12/04 by Yunhao Ge, Jie Ren, Ge, Yunhao +15 · 7 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
  7. Learning Causal State Representations of Partially Observable Environments
    2019/06/25 by Amy Zhang, Zachary C. Lipton, Zhang, Amy +13 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  8. Contributions of Shape, Texture, and Color in Visual Recognition
    2022/07/19 by Yunhao Ge, Yao Xiao, Ge, Yunhao +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  9. A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts
    2021/05/01 by Yunhao Ge, Ge, Yunhao, Yao Xiao +13 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  10. BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
    2024/05/15 by Yunhao Ge, Ge, Yunhao, Yihe Tang +43 · 2 citations
    Computer Science · #Advanced Neural Network Applications
  11. Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization
    2021/12/06 by Yunhao Ge, Zhi Ping Xu, Ge, Yunhao +9 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  12. Neural-Sim: Learning to Generate Training Data with NeRF
    2022/07/22 by Yunhao Ge, Ge, Yunhao, Harkirat Singh Behl +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition