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Hays, James

  1. Microsoft COCO: Common Objects in Context
    2014/05/01 by Lin, Tsung-Yi, Maire, Michael, Belongie, Serge +7 · 1936 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Argoverse: 3D Tracking and Forecasting with Rich Maps
    2019/11/06 by Ming-Fang Chang, John Lambert, Chang, Ming-Fang +19 · 100 citations
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
  3. Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
    2023/01/01 by Benjamin Wilson, Wilson, Benjamin, William Qi +24 · 115 citations
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
  4. Composing Text and Image for Image Retrieval - An Empirical Odyssey
    2018/12/18 by Nam Vo, Vo, Nam, Lu Jiang +11 · 26 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 #Multimodal Machine Learning Applications
  5. ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging
    2019/04/15 by Brahmbhatt, Samarth, Ham, Cusuh, Kemp, Charles C. +1 · 23 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Revisiting IM2GPS in the Deep Learning Era
    2017/05/13 by Nam Vo, Nathan Jacobs, Vo, Nam +3 · 20 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
  7. On Convergence and Stability of GANs
    2017/05/19 by Naveen Kodali, Kodali, Naveen, Jacob Abernethy +5 · 32 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  8. ContactPose: A Dataset of Grasps with Object Contact and Hand Pose
    2020/07/19 by Brahmbhatt, Samarth, Tang, Chengcheng, Twigg, Christopher D. +2 · 22 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Geometry-Aware Learning of Maps for Camera Localization
    2017/12/09 by Samarth Brahmbhatt, Brahmbhatt, Samarth, Jinwei Gu +7 · 18 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage
  10. Localizing and Orienting Street Views Using Overhead Imagery
    2016/07/30 by Nam Vo, Vo, Nam, James Hays +1 · 14 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
  11. Scribbler: Controlling Deep Image Synthesis with Sketch and Color
    2016/12/02 by Patsorn Sangkloy, Sangkloy, Patsorn, Jingwan Lu +7 · 15 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
  12. ContactGrasp: Functional Multi-finger Grasp Synthesis from Contact
    2019/04/07 by Brahmbhatt, Samarth, Handa, Ankur, Hays, James +1 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  13. TextureGAN: Controlling Deep Image Synthesis with Texture Patches
    2017/06/09 by Wenqi Xian, Xian, Wenqi, Patsorn Sangkloy +13 · 7 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
  14. MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
    2021/12/27 by John Lambert, Lambert, John, Zhuang Liu +7 · 6 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
  15. PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images
    2023/01/05 by Patrick Grady, Grady, Patrick, Jeremy A. Collins +11 · 6 citations
    Computer Science · Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Muscle activation and electromyography studies #Tactile and Sensory Interactions
  16. Granular Privacy Control for Geolocation with Vision Language Models
    2024/07/06 by Ethan Mendes, Yang Chen, Mendes, Ethan +9 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  17. Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection
    2022/12/14 by John Lambert, James Hays, Lambert, John +1 · 6 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Anomaly Detection Techniques and Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. PressureVision: Estimating Hand Pressure from a Single RGB Image
    2022/03/19 by Patrick Grady, Grady, Patrick, Chengcheng Tang +11 · 5 citations
    Engineering · Neuroscience · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Ergonomics and Musculoskeletal Disorders #FOS: Computer and information sciences #Muscle activation and electromyography studies #Tactile and Sensory Interactions
  19. ZeroFlow: Scalable Scene Flow via Distillation
    2023/05/17 by Kyle Vedder, Vedder, Kyle, Neehar Peri +15 · 6 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  20. I Can't Believe It's Not Scene Flow!
    2024/03/07 by Ishan Khatri, Khatri, Ishan, Kyle Vedder +7 · 7 citations
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  21. OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects
    2024/07/11 by Krishnan, Akshay, Kundu, Abhijit, Maninis, Kevis-Kokitsi +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  22. TIDE: A General Toolbox for Identifying Object Detection Errors
    2020/08/18 by Bolya, Daniel, Foley, Sean, Hays, James +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Let's Dance: Learning From Online Dance Videos
    2018/01/23 by Daniel C. Castro, Castro, Daniel, Steven Hickson +11 · 3 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #Human Motion and Animation
  24. Lens Factory: Automatic Lens Generation Using Off-the-shelf Components
    2015/06/30 by Libin Sun, Brian Guenter, Sun, Libin +7 · 2 citations
    Engineering · Physics and Astronomy · #Advanced optical system design #Image Processing Techniques and Applications #Adaptive optics and wavefront sensing
  25. Informative Features for Model Comparison
    2018/10/27 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Heishiro Kanagawa +9 · 3 citations
    Computer Science · #46E22 #62G10 #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  26. Shelf-Supervised Cross-Modal Pre-Training for 3D Object Detection
    2024/06/14 by Mehar Khurana, Neehar Peri, Khurana, Mehar +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications
  27. An Empirical Analysis of Range for 3D Object Detection
    2023/08/08 by Neehar Peri, Mengtian Li, Peri, Neehar +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  28. Scene Flow from Point Clouds with or without Learning
    2020/10/31 by Pontes, Jhony Kaesemodel, Hays, James, Lucey, Simon · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  29. 3D for Free: Crossmodal Transfer Learning using HD Maps
    2020/08/24 by Benjamin Wilson, Wilson, Benjamin, Zsolt Kira +3 · 1 citation
    Computer Science · Engineering · #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) #Robotics and Sensor-Based Localization
  30. ANR: Articulated Neural Rendering for Virtual Avatars
    2020/12/23 by Raj, Amit, Tanke, Julian, Hays, James +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. GaussianFormer3D: Multi-Modal Gaussian-based Semantic Occupancy Prediction with 3D Deformable Attention
    2025/05/15 by Lingjun Zhao, Zhao, Lingjun, Sizhe Wei +5 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  32. Personalized Residuals for Concept-Driven Text-to-Image Generation
    2024/05/21 by Ham, Cusuh, Fisher, Matthew, Hays, James +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch
    2022/08/05 by Sangkloy, Patsorn, Jitkrittum, Wittawat, Yang, Diyi +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Far3Det: Towards Far-Field 3D Detection
    2022/11/25 by Shubham Gupta, Gupta, Shubham, Jeet Kanjani +11 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  35. Modulating Pretrained Diffusion Models for Multimodal Image Synthesis
    2023/02/24 by Cusuh Ham, James Hays, Ham, Cusuh +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  36. Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation
    2023/08/17 by Cao, Shengcao, Li, Mengtian, Hays, James +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Lidar Panoptic Segmentation and Tracking without Bells and Whistles
    2023/10/19 by Abhinav Agarwalla, Agarwalla, Abhinav, Xuhua Huang +13 · 1 citation
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  38. Dynamic Motion Synthesis: Masked Audio-Text Conditioned Spatio-Temporal Transformers
    2024/09/03 by Sohan Anisetty, Anisetty, Sohan, James Hays +1 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
  39. Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?
    2018/03/08 by Nam Vo, James Hays, Vo, Nam +1 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  40. The Un-Kidnappable Robot: Acoustic Localization of Sneaking People
    2023/10/05 by Mengyu Yang, Patrick Grady, Yang, Mengyu +9 · 1 citation
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Evacuation and Crowd Dynamics