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Ma, Yi

  1. SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
    2025/01/28 by Tianzhe Chu, Yuexiang Zhai, Chu, Tianzhe +15 · 7 voices · 221 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  2. Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
    2024/01/11 by Shengbang Tong, Tong, Shengbang, Zhuang Liu +9 · 122 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  3. Robust Principal Component Analysis?
    2009/12/18 by Emmanuel J. Candès, Xiaodong Li, Candes, Emmanuel J. +5 · 40 citations
    Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques
  4. Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
    2023/03/09 by Nakamoto, Mitsuhiko, Zhai, Yuexiang, Singh, Anikait +5 · 33 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. General In-Hand Object Rotation with Vision and Touch
    2023/09/18 by Haozhi Qi, Qi, Haozhi, Brent Yi +11 · 29 citations
    Neuroscience · Computer Science · #Tactile and Sensory Interactions #Interactive and Immersive Displays #Hand Gesture Recognition Systems
  6. Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
    2024/05/16 by Yuexiang Zhai, Hao Bai, Zhai, Yuexiang +19 · 34 citations
    Computer Science · #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
  7. In-Hand Object Rotation via Rapid Motor Adaptation
    2022/10/10 by Haozhi Qi, Ashish Kumar, Qi, Haozhi +7 · 21 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics #Robotic Locomotion and Control
  8. Rethinking Bias-Variance Trade-off for Generalization of Neural Networks
    2020/02/26 by Zitong Yang, Yang, Zitong, Yaodong Yu +7 · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications
  9. Cameras as Relative Positional Encoding
    2025/07/14 by Ruilong Li, Brent Yi, Li, Ruilong +9 · 2 voices · 26 citations
    Arts and Humanities · #Photography and Visual Culture #cs.AI #cs.CV
  10. Investigating the Catastrophic Forgetting in Multimodal Large Language Models
    2023/09/19 by Zhai, Yuexiang, Tong, Shengbang, Li, Xiao +4 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction
    2020/06/15 by Yaodong Yu, Kwan Ho Ryan Chan, Yu, Yaodong +7 · 9 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 #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  12. White-Box Transformers via Sparse Rate Reduction
    2023/06/01 by Yaodong Yu, Yu, Yaodong, Sam Buchanan +13 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  13. Learning a Diffusion Model Policy from Rewards via Q-Score Matching
    2023/12/18 by Michael Psenka, Psenka, Michael, Alejandro Escontrela +5 · 14 citations
    Computer Science · #Reinforcement Learning in Robotics
  14. ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction
    2021/05/21 by Chan, Kwan Ho Ryan, Yu, Yaodong, You, Chong +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
    2024/09/13 by Qingwen Bu, Bu, Qingwen, Jia Zeng +17 · 15 citations
    Engineering · #FOS: Computer and information sciences #Robotics (cs.RO) #Teleoperation and Haptic Systems
  16. CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM
    2024/11/07 by Xu, Jingwei, Wang, Chenyu, Zhao, Zibo +3 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Stable Principal Component Pursuit
    2010/01/14 by Zihan Zhou, Xiaodong Li, Zhou, Zihan +7 · 4 citations
    Computer Science · Engineering · Physics and Astronomy · #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Random lasers and scattering media #Sparse and Compressive Sensing Techniques
  18. Estimating Body and Hand Motion in an Ego-sensed World
    2024/10/04 by Brent Yi, Vickie Ye, Yi, Brent +13 · 15 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  19. Lessons from Learning to Spin "Pens"
    2024/07/26 by Jun Wang, Wang, Jun, Ying Yuan +11 · 13 citations
    Social Sciences · Decision Sciences · #Evaluation of Teaching Practices #Innovations in Educational Methods #Educational Assessment and Improvement
  20. End-to-End Wireframe Parsing
    2019/05/08 by Yichao Zhou, Haozhi Qi, Zhou, Yichao +3 · 4 citations
    Computer Science · Engineering · #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Optical measurement and interference techniques
  21. On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence
    2022/07/11 by Ma, Yi, Tsao, Doris, Shum, Heung-Yeung · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #I.2 #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  22. Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions
    2024/09/04 by Peng Wang, Huijie Zhang, Wang, Peng +9 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  23. Predicting Out-of-Distribution Error with the Projection Norm
    2022/02/11 by Yaodong Yu, Yu, Yaodong, Zitong Yang +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
  24. Robust Calibration with Multi-domain Temperature Scaling
    2022/06/06 by Yaodong Yu, Stephen Bates, Yu, Yaodong +5 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  25. PyRoki: A Modular Toolkit for Robot Kinematic Optimization
    2025/05/06 by Chung Min Kim, Brent Yi, Kim, Chung Min +9 · 12 citations
    Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Robotics (cs.RO)
  26. White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?
    2023/11/22 by Yaodong Yu, Yu, Yaodong, Sam Buchanan +17 · 4 citations
    Computer Science · #Image and Signal Denoising Methods #Generative Adversarial Networks and Image Synthesis #Advanced Data Compression Techniques
  27. Fine-grained Video Categorization with Redundancy Reduction Attention
    2018/10/26 by Chen Zhu, Xiao Tan, Zhu, Chen +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  28. CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
    2024/06/13 by Zibin Dong, Dong, Zibin, Yifu Yuan +11 · 5 citations
    Computer Science · Decision Sciences · #Statistical and Computational Modeling #Simulation Techniques and Applications
  29. How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?
    2024/06/04 by Tianchi Liu, Liu, Tianchi, Lin Zhang +9 · 5 citations
    Computer Science · Neuroscience · #Speech and Audio Processing #Music and Audio Processing #Hearing Loss and Rehabilitation
  30. HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures
    2020/08/07 by Zhou, Yichao, Huang, Jingwei, Dai, Xili +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. NeRD: Neural 3D Reflection Symmetry Detector
    2021/04/19 by Yichao Zhou, Shichen Liu, Zhou, Yichao +3 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  32. EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset
    2023/12/13 by Peiqi Duan, Duan, Peiqi, Boyu Li +11 · 4 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced Memory and Neural Computing #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research
  33. ViP: A Differentially Private Foundation Model for Computer Vision
    2023/06/15 by Yu, Yaodong, Sanjabi, Maziar, Ma, Yi +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
    2023/06/08 by Chu, Tianzhe, Tong, Shengbang, Ding, Tianjiao +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients
    2020/09/28 by Yifei Huang, Yaodong Yu, Huang, Yifei +7 · 2 citations
    Computer Science · Medicine · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Traumatic Brain Injury and Neurovascular Disturbances #Advanced Optical Sensing Technologies
  36. Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition
    2021/03/17 by Yaodong Yu, Yu, Yaodong, Zitong Yang +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Fully Convolutional Line Parsing
    2021/04/22 by Dai, Xili, Gong, Haigang, Wu, Shuai +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Rethinking Decision Transformer via Hierarchical Reinforcement Learning
    2023/11/01 by Ma, Yi, Xiao, Chenjun, Liang, Hebin +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Near and Far Field Model Mismatch: Implications on 6G Communications, Localization, and Sensing
    2023/10/10 by Ahmed Elzanaty, Jiuyu Liu, Elzanaty, Ahmed +9 · 3 citations
    Engineering · #Electromagnetic Compatibility and Measurements #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
  40. RLIF: Interactive Imitation Learning as Reinforcement Learning
    2023/11/21 by Jianlan Luo, Perry Dong, Luo, Jianlan +7 · 3 citations
    Computer Science · Engineering · Decision Sciences · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Advanced Bandit Algorithms Research
  41. Simplifying DINO via Coding Rate Regularization
    2025/02/14 by Ziyang Wu, Jingyuan Zhang, Wu, Ziyang +13 · 6 citations
    Computer Science · #Advanced Data Compression Techniques
  42. From Simple to Complex Skills: The Case of In-Hand Object Reorientation
    2025/01/09 by Qi, Haozhi, Yi, Brent, Lambeta, Mike +3 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  43. TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
    2022/07/13 by Yaodong Yu, Yu, Yaodong, Alexander Wei +7 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  44. Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit
    2010/01/14 by Arvind Ganesh, Ganesh, Arvind, John Wright +7 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  45. Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching
    2021/06/18 by Jiabao Lei, Kui Jia, Lei, Jiabao +3 · 2 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  46. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
    2023/06/12 by Kai Zhao, Zhao, Kai, Hao, Jianye +8 · 2 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Mobile Crowdsensing and Crowdsourcing #Autonomous Vehicle Technology and Safety
  47. Emergence of Segmentation with Minimalistic White-Box Transformers
    2023/08/30 by Yu, Yaodong, Chu, Tianzhe, Tong, Shengbang +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. A Survey of Computation Offloading with Task Types
    2023/09/21 by Siqi Zhang, Zhang, Siqi, Na Yi +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  49. Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
    2019/05/17 by Yichao Zhou, Haozhi Qi, Zhou, Yichao +11 · 1 citation
    Earth and Planetary Sciences · Computer Science · #3D Surveying and Cultural Heritage #Optical measurement and interference techniques #Image and Object Detection Techniques
  50. NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
    2019/10/14 by Zhou, Yichao, Qi, Haozhi, Huang, Jingwei +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Masked Completion via Structured Diffusion with White-Box Transformers
    2024/04/03 by Druv Pai, Ziyang Wu, Pai, Druv +7 · 2 citations
    Engineering · #Architecture and Computational Design #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  52. KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge
    2020/02/18 by Zhang, Peng, Hao, Jianye, Wang, Weixun +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  53. Differentially Private Representation Learning via Image Captioning
    2024/03/04 by Tom Sander, Sander, Tom, Yaodong Yu +11 · 2 citations
    Computer Science · Medicine · #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) #Multimodal Machine Learning Applications
  54. Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
    2020/08/05 by Qi, Haozhi, Wang, Xiaolong, Pathak, Deepak +2 · 1 citation
    #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
  55. Strongly Gauduchon Hyperbolicity and Two Other Types of Hyperbolicity
    2024/04/12 by Yi Ma, Ma, Yi · 2 citations
    Mathematics · #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometric and Algebraic Topology #Geometry and complex manifolds
  56. Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
    2020/06/29 by Xiaotian Hao, Zhaoqing Peng, Hao, Xiaotian +27 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  57. Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
    2024/12/23 by Wu, Ziyang, Ding, Tianjiao, Lu, Yifu +6 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. Incremental Learning via Rate Reduction
    2020/11/30 by Wu, Ziyang, Baek, Christina, You, Chong +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. Structured Attentions for Visual Question Answering
    2017/08/07 by Chen Zhu, Yanpeng Zhao, Zhu, Chen +7 · 1 citation
    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
  60. Viser: Imperative, Web-based 3D Visualization in Python
    2025/07/30 by Yi, Brent, Kim, Chung Min, Kerr, Justin +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  61. Deep Isometric Learning for Visual Recognition
    2020/06/30 by Haozhi Qi, Chong You, Qi, Haozhi +7 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  62. Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach
    2022/09/14 by Kaidi Wang, Wang, Kaidi, Yi Ma +9 · 1 citation
    Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #IoT Networks and Protocols #Machine Learning (cs.LG)
  63. PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction
    2021/10/03 by Ma, Yi, Lee, Kong Aik, Hautamaki, Ville +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  64. Incremental Learning of Structured Memory via Closed-Loop Transcription
    2022/02/11 by Tong, Shengbang, Dai, Xili, Wu, Ziyang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  65. Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated Videos
    2025/05/19 by Wang, Ruoyu, Ma, Yi, Gao, Shenghua · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  66. On the Edge of Memorization in Diffusion Models
    2025/08/25 by Sam Buchanan, Druv Pai, Buchanan, Sam +5 · 2 voices · 3 citations
    #cs.LG #stat.ML
  67. Revisiting Sparse Convolutional Model for Visual Recognition
    2022/10/24 by Dai, Xili, Li, Mingyang, Zhai, Pengyuan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  68. Understanding the Complexity Gains of Single-Task RL with a Curriculum
    2022/12/24 by Qiyang Li, Yuexiang Zhai, Li, Qiyang +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  69. Unsupervised Manifold Linearizing and Clustering
    2023/01/04 by Tianjiao Ding, Shengbang Tong, Ding, Tianjiao +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  70. Representation Learning via Manifold Flattening and Reconstruction
    2023/05/02 by Psenka, Michael, Pai, Druv, Raman, Vishal +2 · 1 citation
    #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
  71. Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
    2023/06/09 by Xiaohan Hu, Hu, Xiaohan, Yi Ma +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  72. EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
    2023/04/08 by Tong, Shengbang, Chen, Yubei, Ma, Yi +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  73. Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning
    2023/06/27 by Liu, Jinyi, Ma, Yi, Hao, Jianye +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  74. Scaff-PD: Communication Efficient Fair and Robust Federated Learning
    2023/07/25 by Yu, Yaodong, Karimireddy, Sai Praneeth, Ma, Yi +1 · 1 citation
    #68W15 #68W40 #90C06 #90C25 #Distributed #E.4 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
  75. A Spatially Non-stationary Fading Channel Model for Simulation and (Semi-) Analytical Study of ELAA-MIMO
    2023/08/26 by Liu, Jiuyu, Ma, Yi, Tafazolli, Rahim · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  76. HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach
    2023/06/10 by Lian, Shixi, Ma, Yi, Liu, Jinyi +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  77. Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
    2024/02/04 by Yuan, Yifu, Hao, Jianye, Ma, Yi +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Robotics (cs.RO)
  78. Scaling White-Box Transformers for Vision
    2024/05/30 by Jinrui Yang, Yang, Jinrui, Xianhang Li +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies #Optical measurement and interference techniques
  79. Semantic-Aware Power Allocation for Generative Semantic Communications with Foundation Models
    2024/07/03 by Xu, Chunmei, Mashhadi, Mahdi Boloursaz, Ma, Yi +1 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  80. On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging
    2021/06/30 by Chris Junchi Li, Yaodong Yu, Li, Chris Junchi +11 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Statistical Methods and Inference #Stochastic processes and financial applications
  81. A Global Geometric Analysis of Maximal Coding Rate Reduction
    2024/06/04 by Peng Wang, Wang, Peng, Huikang Liu +11 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Techniques #Advanced Wireless Network Optimization #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  82. Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing
    2024/09/20 by Zhenyu Liu, Yi Ma, Liu, Zhenyu +3 · 1 citation
    Engineering · Computer Science · #Antenna Design and Optimization #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification
  83. Canonical Factors for Hybrid Neural Fields
    2023/08/29 by Brent Yi, Yi, Brent, Weijia Zeng +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC)
  84. Generative Semantic Communications with Foundation Models: Perception-Error Analysis and Semantic-Aware Power Allocation
    2024/11/07 by Chunmei Xu, Xu, Chunmei, Mahdi Boloursaz Mashhadi +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Cognitive Computing and Networks #DNA and Biological Computing
  85. A Design of Low-Projection SCMA Codebooks for Ultra-Low Decoding Complexity in Downlink IoT Networks
    2022/08/05 by Qu Luo, Zilong Liu, Luo, Qu +9 · 1 citation
    Engineering · #Advanced Wireless Communication Techniques #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #graph theory and CDMA systems #information engineering
  86. Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
    2025/07/07 by Yeh, Chun-Hsiao, Wang, Yilin, Zhao, Nanxuan +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  87. Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
    2025/07/09 by Liang, Jing, Tang, Hongyao, Ma, Yi +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  88. Attention-Only Transformers via Unrolled Subspace Denoising
    2025/06/04 by Peng Wang, Wang, Peng, Yifu Lu +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  89. RIS-assisted Atomic MIMO Receiver
    2025/10/17 by Peng, Qihao, Liu, Jiuyu, Luo, Qu +4 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  90. Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization
    2020/06/16 by Chong You, Zhihui Zhu, You, Chong +5 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optical measurement and interference techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  91. DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression
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