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Koltun, Vladlen

  1. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
    2018/03/04 by Shaojie Bai, Bai, Shaojie, J. Zico Kolter +3 · 3 voices · 270 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Music and Audio Processing
  2. Robust Autonomy Emerges from Self-Play
    2025/02/05 by Marco Cusumano-Towner, Cusumano-Towner, Marco, David Hafner +22 · 19 voices · 21 citations
    Social Sciences · #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #cs.AI #cs.LG #cs.RO
  3. CARLA: An Open Urban Driving Simulator
    2017/11/10 by Dosovitskiy, Alexey, Ros, German, Codevilla, Felipe +2 · 311 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  4. Vision Transformers for Dense Prediction
    2021/03/24 by Ranftl, René, Bochkovskiy, Alexey, Koltun, Vladlen · 218 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Habitat: A Platform for Embodied AI Research
    2019/04/02 by Savva, Manolis, Kadian, Abhishek, Maksymets, Oleksandr +9 · 138 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) #Robotics (cs.RO)
  6. Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
    2019/07/02 by René Ranftl, Katrin Lasinger, Ranftl, René +7 · 129 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  7. Open3D: A Modern Library for 3D Data Processing
    2018/01/30 by Qian-Yi Zhou, Jaesik Park, Zhou, Qian-Yi +3 · 109 citations
    Engineering · Earth and Planetary Sciences · Computer Science · #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage #Image Processing and 3D Reconstruction
  8. Multi-Task Learning as Multi-Objective Optimization
    2018/10/10 by Ozan Şener, Vladlen Koltun, Sener, Ozan +1 · 90 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  9. Multi-Scale Context Aggregation by Dilated Convolutions
    2015/11/23 by Fisher Yu, Vladlen Koltun, Yu, Fisher +1 · 75 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  10. On Evaluation of Embodied Navigation Agents
    2018/07/18 by Peter Anderson, Anderson, Peter, Devendra Singh Chaplot +18 · 64 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  11. Direct Sparse Odometry
    2016/07/09 by Engel, Jakob, Koltun, Vladlen, Cremers, Daniel · 48 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Playing for Data: Ground Truth from Computer Games
    2016/08/07 by Richter, Stephan R., Vineet, Vibhav, Roth, Stefan +1 · 47 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.8
  13. Habitat 2.0: Training Home Assistants to Rearrange their Habitat
    2021/06/28 by Szot, Andrew, Clegg, Alex, Undersander, Eric +18 · 62 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  14. End-to-end Driving via Conditional Imitation Learning
    2017/10/06 by Codevilla, Felipe, Müller, Matthias, López, Antonio +2 · 44 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  15. Language-driven Semantic Segmentation
    2022/01/10 by Boyi Li, Li, Boyi, Kilian Q. Weinberger +7 · 61 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  16. Deep Equilibrium Models
    2019/09/03 by Shaojie Bai, Bai, Shaojie, J. Zico Kolter +3 · 46 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. High Speed and High Dynamic Range Video with an Event Camera
    2019/06/15 by Rebecq, Henri, Ranftl, René, Koltun, Vladlen +1 · 41 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Learning to See in the Dark
    2018/05/04 by Chen Chen, Qifeng Chen, Chen, Chen +5 · 39 citations
    Computer Science · #Advanced Image Processing Techniques #Image Enhancement Techniques #Image and Signal Denoising Methods
  19. Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
    2024/10/02 by Aleksei Bochkovskii, Bochkovskii, Aleksei, Amaël Delaunoy +11 · 99 citations
    Computer Science · Engineering · #Advanced Measurement and Metrology Techniques #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  20. Reinforcement Learning for Long-Horizon Interactive LLM Agents
    2025/02/03 by Kevin Chen, Chen, Kevin, Marco Cusumano-Towner +11 · 1 voice · 20 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #cs.AI #cs.LG
  21. Learning by Cheating
    2019/12/27 by Dian Chen, Brady Zhou, Chen, Dian +5 · 35 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Robotics and Sensor-Based Localization
  22. NeRF++: Analyzing and Improving Neural Radiance Fields
    2020/10/15 by Zhang, Kai, Riegler, Gernot, Snavely, Noah +1 · 32 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Tracking Objects as Points
    2020/04/02 by Xingyi Zhou, Vladlen Koltun, Zhou, Xingyi +3 · 23 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Video Surveillance and Tracking Methods
  24. What Do Single-view 3D Reconstruction Networks Learn?
    2019/05/09 by Maxim Tatarchenko, Tatarchenko, Maxim, Stephan R. Richter +9 · 21 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Does Spatial Cognition Emerge in Frontier Models?
    2024/10/09 by Santhosh Kumar Ramakrishnan, Erik Wijmans, Ramakrishnan, Santhosh Kumar +5 · 2 voices · 23 citations
    Social Sciences · #Geographic Information Systems Studies
  26. Semi-parametric Topological Memory for Navigation
    2018/03/01 by Nikolay Savinov, Alexey Dosovitskiy, Savinov, Nikolay +3 · 19 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  27. Deep Global Registration
    2020/04/24 by Choy, Christopher, Dong, Wei, Koltun, Vladlen · 16 citations
    #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  28. Learning to drive from a world on rails
    2021/05/03 by Chen, Dian, Koltun, Vladlen, Krähenbühl, Philipp · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  29. Photographic Image Synthesis with Cascaded Refinement Networks
    2017/07/28 by Qifeng Chen, Vladlen Koltun, Chen, Qifeng +1 · 14 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Advanced Vision and Imaging
  30. Assessing Generalization in Deep Reinforcement Learning
    2018/10/29 by Charles Packer, Packer, Charles, Katelyn Gao +9 · 17 citations
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Mobile Crowdsensing and Crowdsourcing
  31. Dilated Residual Networks
    2017/05/28 by Yu, Fisher, Koltun, Vladlen, Funkhouser, Thomas · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Playing for Benchmarks
    2017/09/21 by Richter, Stephan R., Hayder, Zeeshan, Koltun, Vladlen · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.8
  33. Multiscale Deep Equilibrium Models
    2020/06/15 by Shaojie Bai, Vladlen Koltun, Bai, Shaojie +3 · 9 citations
    Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Reinforcement Learning in Robotics #Reservoir Engineering and Simulation Methods
  34. Continuous Inverse Optimal Control with Locally Optimal Examples
    2012/06/18 by Sergey Levine, Vladlen Koltun, Levine, Sergey +1 · 7 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  35. Driving Policy Transfer via Modularity and Abstraction
    2018/04/25 by Müller, Matthias, Dosovitskiy, Alexey, Ghanem, Bernard +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  36. Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with\n Asynchronous Reinforcement Learning
    2020/06/21 by Aleksei Petrenko, Petrenko, Aleksei, Zhehui Huang +7 · 8 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
  37. Rearrangement: A Challenge for Embodied AI
    2020/11/03 by Dhruv Batra, Batra, Dhruv, Chang, Angel X. +20 · 13 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  38. Simple multi-dataset detection
    2021/02/25 by Zhou, Xingyi, Koltun, Vladlen, Krähenbühl, Philipp · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Learning to Control PDEs with Differentiable Physics
    2020/01/21 by Philipp Holl, Holl, Philipp, Vladlen Koltun +3 · 9 citations
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Oil and Gas Production Techniques #Reservoir Engineering and Simulation Methods
  40. Training Graph Neural Networks with 1000 Layers
    2021/06/14 by Guohao Li, Matthias Müller, Li, Guohao +5 · 7 citations
    Computer Science · #Neural Networks and Applications
  41. MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments
    2017/12/11 by Manolis Savva, Savva, Manolis, Chang, Angel X. +6 · 5 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #Robotics (cs.RO) #Tactile and Sensory Interactions
  42. Cut Your Losses in Large-Vocabulary Language Models
    2024/11/13 by Erik Wijmans, Wijmans, Erik, Brody Huval +7 · 1 voice · 13 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  43. Dancing under the stars: video denoising in starlight
    2022/04/08 by Monakhova, Kristina, Richter, Stephan R., Waller, Laura +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  44. Global Tracking Transformers
    2022/03/24 by Zhou, Xingyi, Yin, Tianwei, Koltun, Vladlen +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. On Offline Evaluation of Vision-based Driving Models
    2018/09/13 by Felipe Codevilla, Codevilla, Felipe, Antonio M. López +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 #Video Surveillance and Tracking Methods
  46. Stabilizing Equilibrium Models by Jacobian Regularization
    2021/06/28 by Shaojie Bai, Bai, Shaojie, Vladlen Koltun +3 · 6 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Quantum many-body systems #Stochastic Gradient Optimization Techniques
  47. Free View Synthesis
    2020/08/12 by Riegler, Gernot, Koltun, Vladlen · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Stable View Synthesis
    2020/11/14 by Riegler, Gernot, Koltun, Vladlen · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Exploring Self-attention for Image Recognition
    2020/04/28 by Hengshuang Zhao, Jiaya Jia, Zhao, Hengshuang +3 · 5 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
  50. Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search
    2018/10/25 by Li, Zhuwen, Chen, Qifeng, Koltun, Vladlen · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  51. A Large Dataset of Object Scans
    2016/02/08 by Choi, Sungjoon, Zhou, Qian-Yi, Miller, Stephen +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  52. Trellis Networks for Sequence Modeling
    2018/10/15 by Shaojie Bai, Bai, Shaojie, J. Zico Kolter +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  53. Probabilistic two-stage detection
    2021/03/12 by Xingyi Zhou, Zhou, Xingyi, Vladlen Koltun +3 · 4 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
  54. Accurate Optical Flow via Direct Cost Volume Processing
    2017/04/24 by Xu, Jia, Ranftl, René, Koltun, Vladlen · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  55. Enhancing Photorealism Enhancement
    2021/05/10 by Richter, Stephan R., AlHaija, Hassan Abu, Koltun, Vladlen · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #I.4.8 #Machine Learning (cs.LG)
  56. Learning Compact Geometric Features
    2017/09/15 by Khoury, Marc, Zhou, Qian-Yi, Koltun, Vladlen · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  57. Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
    2022/10/12 by Lukas Prantl, Benjamin Ummenhofer, Prantl, Lukas +5 · 5 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Computational Physics and Python Applications #Generative Adversarial Networks and Image Synthesis
  58. Shape from Polarization for Complex Scenes in the Wild
    2021/12/21 by Chenyang Lei, Lei, Chenyang, Chenyang Qi +9 · 4 citations
    Engineering · Computer Science · Agricultural and Biological Sciences · #Optical Polarization and Ellipsometry #Optical measurement and interference techniques #Leaf Properties and Growth Measurement
  59. Learning to Guide Random Search
    2020/04/25 by Sener, Ozan, Koltun, Vladlen · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  60. Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids
    2016/04/12 by Qifeng Chen, Vladlen Koltun, Chen, Qifeng +1 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  61. MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
    2021/12/27 by John Lambert, Zhuang Liu, Lambert, John +7 · 3 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
  62. Tangent Convolutions for Dense Prediction in 3D
    2018/07/06 by Tatarchenko, Maxim, Park, Jaesik, Koltun, Vladlen +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  63. Monocular Visual-Inertial Depth Estimation
    2023/03/21 by Wofk, Diana, Ranftl, René, Müller, Matthias +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  64. Semi-parametric Image Synthesis
    2018/04/29 by Xiaojuan Qi, Qifeng Chen, Qi, Xiaojuan +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  65. Learning to Act by Predicting the Future
    2016/11/06 by Alexey Dosovitskiy, Vladlen Koltun, Dosovitskiy, Alexey +1 · 3 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Reinforcement Learning in Robotics
  66. Non-deep Networks
    2021/10/14 by Ankit Goyal, Alexey Bochkovskiy, Goyal, Ankit +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  67. Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data
    2021/08/20 by Zhipeng Cai, Ozan Şener, Cai, Zhipeng +3 · 2 citations
    Computer Science · #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 #Multimodal Machine Learning Applications
  68. ASH: A Modern Framework for Parallel Spatial Hashing in 3D Perception
    2021/10/01 by Dong, Wei, Lao, Yixing, Kaess, Michael +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Graphics (cs.GR) #Parallel #Robotics (cs.RO) #and Cluster Computing (cs.DC)
  69. Differentiable Simulation of Soft Multi-body Systems
    2022/05/03 by Qiao, Yi-Ling, Liang, Junbang, Koltun, Vladlen +1 · 2 citations
    #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Robotics (cs.RO)
  70. Fast Image Processing with Fully-Convolutional Networks
    2017/09/02 by Qifeng Chen, Jia Xu, Chen, Qifeng +3 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  71. Online Continual Learning Without the Storage Constraint
    2023/05/16 by Ameya Prabhu, Prabhu, Ameya, Zhipeng Cai +9 · 2 citations
    Computer Science · #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
  72. Motion Perception in Reinforcement Learning with Dynamic Objects
    2019/01/10 by Amiranashvili, Artemij, Dosovitskiy, Alexey, Koltun, Vladlen +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  73. Zoom To Learn, Learn To Zoom
    2019/05/13 by Zhang, Xuaner Cecilia, Chen, Qifeng, Ng, Ren +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  74. The Limited Multi-Label Projection Layer
    2019/06/20 by Amos, Brandon, Koltun, Vladlen, Kolter, J. Zico · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  75. High-dimensional Convolutional Networks for Geometric Pattern Recognition
    2020/05/17 by Choy, Christopher, Lee, Junha, Ranftl, Rene +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  76. Megaverse: Simulating Embodied Agents at One Million Experiences per Second
    2021/07/17 by Aleksei Petrenko, Erik Wijmans, Petrenko, Aleksei +5 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Virtual Reality Applications and Impacts
  77. Sharp Monocular View Synthesis in Less Than a Second
    2025/12/11 by Lars Mescheder, Mescheder, Lars, Wei Dong +24 · 2 voices · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
  78. CoMotion: Concurrent Multi-person 3D Motion
    2025/04/16 by Newell, Alejandro, Hu, Peiyun, Lipson, Lahav +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)