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Xinlei Chen

  1. Transformers without Normalization
    2025/03/13 by Jiachen Zhu, Xinlei Chen, Zhu, Jiachen +7 · 20 voices · 26 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CL #cs.CV #cs.LG
  2. Masked Autoencoders Are Scalable Vision Learners
    2021/11/11 by Kaiming He, He, Kaiming, Xinlei Chen +9 · 4 voices · 879 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CV
  3. Microsoft COCO Captions: Data Collection and Evaluation Server
    2015/04/01 by Xinlei Chen, Hao Fang, Chen, Xinlei +11 · 178 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. Exploring Simple Siamese Representation Learning
    2020/11/20 by Xinlei Chen, Chen, Xinlei, Kaiming He +1 · 209 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) #Multimodal Machine Learning Applications
  5. Improved Baselines with Momentum Contrastive Learning
    2020/03/09 by Xinlei Chen, Haoqi Fan, Chen, Xinlei +5 · 273 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Domain Adaptation and Few-Shot Learning
  6. Learning to (Learn at Test Time): RNNs with Expressive Hidden States
    2024/07/05 by Yu Sun, Sun, Yu, Xinhao Li +22 · 1 voice · 62 citations
    Computer Science · #Topic Modeling
  7. Exploring Simple Siamese Representation Learning
    2021/06/01 by Xinlei Chen, Kaiming He · 152 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  8. ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
    2023/01/02 by Sanghyun Woo, Woo, Sanghyun, Shoubhik Debnath +11 · 130 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
  9. Revisiting Feature Prediction for Learning Visual Representations from Video
    2024/02/15 by Adrien Bardes, Bardes, Adrien, Quentin Garrido +13 · 73 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  10. MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
    2024/12/18 by Shengbang Tong, David Fan, Tong, Shengbang +17 · 5 voices · 65 citations
    #cs.CV
  11. Massive Activations in Large Language Models
    2024/02/27 by Ming-Jie Sun, Xinlei Chen, Sun, Mingjie +5 · 53 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  12. Scaling Language-Free Visual Representation Learning
    2025/04/01 by David Fan, Fan, David, Shengbang Tong +19 · 3 voices · 24 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  13. Visualizing and Understanding Neural Models in NLP
    2015/06/02 by Jiwei Li, Li, Jiwei, Xinlei Chen +5 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Pythia v0.1: the Winning Entry to the VQA Challenge 2018
    2018/07/26 by Yu Jiang, Jiang, Yu, Vivek Natarajan +9 · 23 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  15. Multi-Target Embodied Question Answering
    2019/04/09 by Licheng Yu, Xinlei Chen, Yu, Licheng +9 · 12 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 #Topic Modeling
  16. Deconstructing Denoising Diffusion Models for Self-Supervised Learning
    2024/01/25 by Xinlei Chen, Chen, Xinlei, Zhuang Liu +5 · 21 citations
    Computer Science · #Image and Signal Denoising Methods
  17. Understanding self-supervised Learning Dynamics without Contrastive Pairs
    2021/02/12 by Yuandong Tian, Xinlei Chen, Tian, Yuandong +3 · 15 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  18. Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
    2025/01/16 by Philippe Hansen-Estruch, Hansen-Estruch, Philippe, David Yan +18 · 3 voices · 11 citations
    Computer Science · Engineering · #Augmented Reality Applications #Human Motion and Animation
  19. Meta CLIP 2: A Worldwide Scaling Recipe
    2025/07/29 by Yung-Sung Chuang, Chuang, Yung-Sung, Yang Li +32 · 1 voice · 15 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.CV
  20. KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain\n Knowledge-Based VQA
    2020/12/20 by Kenneth Marino, Marino, Kenneth, Xinlei Chen +7 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  21. UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding
    2022/12/01 by Dave Zhenyu Chen, Ronghang Hu, Chen, Dave Zhenyu +6 · 8 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 #Multimodal Machine Learning Applications
  22. Improving Selective Visual Question Answering by Learning from Your Peers
    2023/06/14 by Corentin Dancette, Spencer Whitehead, Dancette, Corentin +13 · 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
  23. How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM
    2025/04/08 by Jirong Zha, Zha, Jirong, Yuxuan Fan +7 · 20 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  24. TensorMask: A Foundation for Dense Object Segmentation
    2019/03/28 by Xinlei Chen, Chen, Xinlei, Ross Girshick +5 · 6 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
  25. Iterative Visual Reasoning Beyond Convolutions
    2018/03/29 by Xinlei Chen, Chen, Xinlei, Li-Jia Li +5 · 6 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
  26. On the Surprising Effectiveness of Attention Transfer for Vision Transformers
    2024/11/14 by Alexander C. Li, Li, Alexander C., Yuandong Tian +7 · 3 voices · 3 citations
    #cs.LG #cs.AI #cs.CV #cs.NE
  27. Multiband Simultaneous Photometry of Type II SN 2023ixf with Mephisto and the Twin 50-cm Telescopes
    2024/05/14 by Yuan-Pei Yang, Xiangkun Liu, Yang, Yuan-Pei +28 · 6 citations
    Physics and Astronomy · #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Astrophysical Phenomena (astro-ph.HE)
  28. Exploring Long-Sequence Masked Autoencoders
    2022/10/13 by Ronghang Hu, Hu, Ronghang, Shoubhik Debnath +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  29. Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation
    2019/04/12 by Yuyin Zhou, Zhou, Yuyin, Zhe Li +13 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  30. Learning Real-World Action-Video Dynamics with Heterogeneous Masked Autoregression
    2025/02/06 by L. S. Wang, Wang, Lirui, Kevin Zhao +5 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
  31. R-MAE: Regions Meet Masked Autoencoders
    2023/06/08 by Duy-Kien Nguyen, Nguyen, Duy-Kien, Vaibhav Aggarwal +11 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  32. Path Generation for Wheeled Robots Autonomous Navigation on Vegetated Terrain
    2023/06/15 by Zhuozhu Jian, Jian, Zhuozhu, Zejia Liu +9 · 3 citations
    Agricultural and Biological Sciences · Computer Science · Engineering · #Smart Agriculture and AI #Video Surveillance and Tracking Methods #Autonomous Vehicle Technology and Safety
  33. On the Importance of Asymmetry for Siamese Representation Learning
    2022/04/01 by Xiao Wang, Wang, Xiao, Haoqi Fan +7 · 2 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) #Multimodal Machine Learning Applications
  34. The Pre-explosion Environments and The Progenitor of SN 2023ixf from the Hobby Eberly Telescope Dark Energy Experiment (HETDEX)
    2023/11/17 by Chenxu Liu, Liu, Chenxu, Xinlei Chen +43 · 3 citations
    Physics and Astronomy · #Gamma-ray bursts and supernovae
  35. Towards Efficient Communications in Federated Learning: A Contemporary Survey
    2022/08/02 by Zihao Zhao, Yuzhu Mao, Zhao, Zihao +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  36. Informing, Transforming, and Persuading: Disentangling the Multiple Effects of Advertising on Brand Choice Decisions
    2008/05/01 by Nitin Mehta, Xinlei Chen, Xinlei (Jack) Chen +1 · 1 citation
    Business, Management and Accounting · Decision Sciences · Social Sciences · #Consumer Market Behavior and Pricing #Innovation Diffusion and Forecasting #Media Influence and Politics
  37. PixelNet: Towards a General Pixel-level Architecture
    2016/09/21 by Aayush Bansal, Bansal, Aayush, Xinlei Chen +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
    2025/05/28 by Kaiyuan Li, Xiaoyue Chen, Li, Kaiyuan +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  39. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
    2017/12/15 by Jin-Hwa Kim, Kim, Jin-Hwa, Nikita Kitaev +13 · 3 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
  40. Understanding Self-supervised Learning with Dual Deep Networks
    2020/10/01 by Yuandong Tian, Tian, Yuandong, Lantao Yu +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  41. LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval
    2022/03/10 by Jie Lei, Xinlei Chen, Lei, Jie +11 · 1 citation
    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 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  42. Simultaneous Multiband Photometry of the Early Optical Afterglow of GRB 240825A with Mephisto
    2024/09/23 by Yehao Cheng, Yu Pan, Cheng, Yehao +39 · 2 citations
    Physics and Astronomy · #Gamma-ray bursts and supernovae
  43. MR-COGraphs: Communication-efficient Multi-Robot Open-vocabulary Mapping System via 3D Scene Graphs
    2024/12/24 by Qiuyi Gu, Gu, Qiuyi, Zhen Ye +17 · 2 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Robotics and Automated Systems #Topic Modeling
  44. Learning Video Representations without Natural Videos
    2024/10/31 by Xueyang Yu, Yu, Xueyang, Xinlei Chen +3 · 1 citation
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovations in Educational Methods #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  45. SN 2024aecx: A double-peaked rapidly evolving Type IIb supernova at 11 Mpc
    2025/05/26 by Xingzhu Zou, Brajesh Kumar, Zou, Xingzhu +56 · 2 citations
    Physics and Astronomy · #Gamma-ray bursts and supernovae
  46. Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application
    2025/03/29 by Haoyang Wang, Wang, Haoyang, Guo, Ruishan +16 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Robotics (cs.RO)