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Chunyuan Li

  1. Visual Instruction Tuning
    2023/04/17 by Haotian Liu, Liu, Haotian, Chunyuan Li +5 · 1731 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  2. Instruction Tuning with GPT-4
    2023/04/06 by Baolin Peng, Chunyuan Li, Peng, Baolin +7 · 3 voices · 58 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  3. Improved Baselines with Visual Instruction Tuning
    2023/10/05 by Haotian Liu, Liu, Haotian, Chunyuan Li +5 · 964 citations
    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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  4. Annotated Point Clouds and Images from a Spatial-Semantic Perception Pipeline: Robotized Deconstruction at the Reference Construction Site, Aachen
    2023/03/09 by Liu, Shilong, Zeng, Zhaoyang, Ren, Tianhe +15 · 780 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
  5. LLaVA-OneVision: Easy Visual Task Transfer
    2024/08/06 by Bo Li, Yuanhan Zhang, Li, Bo +18 · 752 citations
    Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Teleoperation and Haptic Systems
  6. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
    2023/06/01 by Chunyuan Li, Li, Chunyuan, Cliff Wong +15 · 306 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. LLaVA-Video: Video Instruction Tuning With Synthetic Data
    2024/10/03 by Zhang, Yuanhan, Jin‐Ming Wu, Weidong Li +10 · 237 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Experimental Learning in Engineering #Digital Filter Design and Implementation
  8. GLIGEN: Open-Set Grounded Text-to-Image Generation
    2023/01/17 by Yuheng Li, Haotian Liu, Li, Yuheng +13 · 126 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications
  9. Aligning Large Multimodal Models with Factually Augmented RLHF
    2023/09/25 by Zhiqing Sun, Sheng Shen, Sun, Zhiqing +21 · 146 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  10. RegionCLIP: Region-based Language-Image Pretraining
    2021/12/16 by Yiwu Zhong, Jianwei Yang, Zhong, Yiwu +19 · 85 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  11. LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
    2024/07/10 by Feng Li, Renrui Zhang, Li, Feng +13 · 156 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Machine Learning (cs.LG) #Simulation and Modeling Applications #Video Analysis and Summarization
  12. Long Context Transfer from Language to Vision
    2024/06/24 by Peiyuan Zhang, Kaichen Zhang, Zhang, Peiyuan +17 · 139 citations
    Computer Science · Engineering · #Speech and dialogue systems #Robotics and Automated Systems
  13. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    2023/11/09 by Shilong Liu, Liu, Shilong, Hao Cheng +23 · 1 voice · 49 citations
    #cs.CV #cs.AI #cs.CL #cs.LG #cs.MM
  14. Florence: A New Foundation Model for Computer Vision
    2021/11/22 by Lu Yuan, Dongdong Chen, Yuan, Lu +43 · 58 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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
  15. Measuring the Intrinsic Dimension of Objective Landscapes
    2018/04/24 by Chunyuan Li, Heerad Farkhoor, Li, Chunyuan +5 · 47 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  16. LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
    2024/07/17 by Kaichen Zhang, Bo Li, Zhang, Kaichen +19 · 97 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  17. Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
    2023/10/17 by Jianwei Yang, Yang, Jianwei, Hao Zhang +9 · 65 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using 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-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications
  18. Variational Autoencoder for Deep Learning of Images, Labels and Captions
    2016/09/28 by Yunchen Pu, Zhe Gan, Pu, Yunchen +11 · 37 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  19. Generalized Decoding for Pixel, Image, and Language
    2022/12/21 by Xueyan Zou, Zou, Xueyan, Zi-Yi Dou +25 · 45 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Seed1.5-VL Technical Report
    2025/05/11 by Dong Guo, Guo, Dong, Faming Wu +287 · 134 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
    2024/06/13 by Fei Wang, Xingyu Fu, Wang, Fei +39 · 51 citations
    Computer Science · Engineering · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Neural Networks and Applications
  22. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 45 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  23. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
    2019/03/25 by Hao Fu, Fu, Hao, Chunyuan Li +9 · 29 citations
    Computer Science · #Algorithms and Data Compression #Machine Learning and Algorithms
  24. Towards Building the Federated GPT: Federated Instruction Tuning
    2023/05/09 by Jianyi Zhang, Saeed Vahidian, Zhang, Jianyi +11 · 34 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  25. A Simple Framework for Open-Vocabulary Segmentation and Detection
    2023/03/14 by Hao Zhang, Zhang, Hao, Feng Li +13 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  26. Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks
    2015/12/23 by Chunyuan Li, Li, Chunyuan, Changyou Chen +5 · 18 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
  27. Multimodal Foundation Models: From Specialists to General-Purpose Assistants
    2023/09/18 by Chunyuan Li, Li, Chunyuan, Zhe Gan +11 · 35 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. MIMIC-IT: Multi-Modal In-Context Instruction Tuning
    2023/06/08 by Bo Li, Yuanhan Zhang, Li, Bo +13 · 31 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media
  29. Focal Modulation Networks
    2022/03/22 by Jianwei Yang, Chunyuan Li, Yang, Jianwei +4 · 23 citations
    Computer Science · #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) #Visual Attention and Saliency Detection
  30. Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training
    2020/02/25 by Weituo Hao, Chunyuan Li, Hao, Weituo +7 · 20 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #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 #Robotics (cs.RO)
  31. Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
    2019/02/11 by Ruqi Zhang, Chunyuan Li, Zhang, Ruqi +7 · 18 citations
    Computer Science · Mathematics · #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) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
  32. LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models
    2023/12/05 by Hao Zhang, Hongyang Li, Zhang, Hao +19 · 28 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Speech and dialogue systems
  33. LLaVA-Critic: Learning to Evaluate Multimodal Models
    2024/10/03 by Tianyi Xiong, Xiong, Tianyi, Xiyao Wang +13 · 40 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multi-Agent Systems and Negotiation
  34. Semantic-SAM: Segment and Recognize Anything at Any Granularity
    2023/07/10 by Feng Li, Hao Zhang, Li, Feng +15 · 22 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  35. Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
    2024/04/01 by Ruohong Zhang, Zhang, Ruohong, Liangke Gui +19 · 27 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #Educational and Technological Research #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. Large Language Models are Visual Reasoning Coordinators
    2023/10/23 by Liangyu Chen, Bo Li, Chen, Liangyu +13 · 20 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  37. Unified Contrastive Learning in Image-Text-Label Space
    2022/04/07 by Jianwei Yang, Yang, Jianwei, Chunyuan Li +11 · 14 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  38. Focal Self-attention for Local-Global Interactions in Vision Transformers
    2021/07/01 by Jianwei Yang, Chunyuan Li, Yang, Jianwei +11 · 12 citations
    Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
  39. ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
    2022/04/19 by Chunyuan Li, Li, Chunyuan, Haotian Liu +19 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  40. Learning Customized Visual Models with Retrieval-Augmented Knowledge
    2023/01/17 by Haotian Liu, Kilho Son, Liu, Haotian +11 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  41. Scaling Vision-Language Models with Sparse Mixture of Experts
    2023/03/13 by Sheng Shen, Shen, Sheng, Zhewei Yao +9 · 13 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  42. MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
    2024/09/19 by Dongzhi Jiang, Jiang, Dongzhi, Renrui Zhang +23 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
  43. LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
    2025/09/28 by Xiang An, Yin Xie, An, Xiang +43 · 1 voice · 46 citations
    #cs.CV
  44. Parameter-efficient Model Adaptation for Vision Transformers
    2022/03/29 by Xuehai He, Chunyuan Li, He, Xuehai +7 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  45. Robust Navigation with Language Pretraining and Stochastic Sampling
    2019/09/05 by Xiujun Li, Chunyuan Li, Li, Xiujun +13 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  46. Deep Temporal Sigmoid Belief Networks for Sequence Modeling
    2015/09/23 by Zhe Gan, Chunyuan Li, Gan, Zhe +7 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Time Series Analysis and Forecasting
  47. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
    2020/04/05 by Chunyuan Li, Xiang Gao, Li, Chunyuan +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  48. Visual In-Context Prompting
    2023/11/22 by Feng Li, Li, Feng, Qing Jiang +21 · 8 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #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
  49. Vision-Language Pre-training: Basics, Recent Advances, and Future Trends
    2022/10/17 by Zhe Gan, Linjie Li, Gan, Zhe +9 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  50. Joint Embedding of Words and Labels for Text Classification
    2018/05/10 by Guoyin Wang, Wang, Guoyin, Chunyuan Li +13 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  51. LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
    2023/11/01 by Wei-Ge Chen, Chen, Wei-Ge, Irina Spiridonova +7 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  52. Graphic Design with Large Multimodal Model
    2024/04/22 by Yutao Cheng, Cheng, Yutao, Zhao Zhang +11 · 8 citations
    Computer Science · #Digital Media and Visual Art
  53. Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
    2024/05/28 by Xin Xiao, Xiao, Xin, Bohong Wu +9 · 9 citations
    Earth and Planetary Sciences · Neuroscience · Psychology · #3D Surveying and Cultural Heritage #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Color perception and design #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
    2018/05/24 by Dinghan Shen, Guoyin Wang, Shen, Dinghan +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  55. An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
    2023/09/18 by Yadong Lu, Chunyuan Li, Lu, Yadong +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  56. Structure-Aware Human-Action Generation
    2020/07/04 by Ping Yu, Yang Zhao, Yu, Ping +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  57. Symmetric Variational Autoencoder and Connections to Adversarial Learning
    2017/09/06 by Li‐Qun Chen, Shuyang Dai, Chen, Liqun +9 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  58. Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model
    2024/06/15 by Lu Xu, Xu, Lu, Sijie Zhu +17 · 5 citations
    Health Professions · #Digital Storytelling and Education
  59. Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics
    2022/11/29 by Chunyuan Li, Li, Chunyuan, Xinliang Zhu +5 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
  60. Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning
    2025/03/10 by Qinghao Ye, Xianhan Zeng, Ye, Qinghao +7 · 9 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
  61. Efficient Self-supervised Vision Transformers for Representation Learning
    2021/06/17 by Chunyuan Li, Jianwei Yang, Li, Chunyuan +13 · 4 citations
    Computer Science · #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) #Multimodal Machine Learning Applications
  62. Few-shot Natural Language Generation for Task-Oriented Dialog
    2020/02/27 by Baolin Peng, Chenguang Zhu, Peng, Baolin +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  63. Adversarial Symmetric Variational Autoencoder
    2017/11/14 by Yunchen Pu, Pu, Yunchen, Weiyao Wang +11 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  64. Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
    2016/11/23 by Zhe Gan, Gan, Zhe, Chunyuan Li +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  65. Multi-View Learning for Vision-and-Language Navigation
    2020/03/02 by Qiaolin Xia, Xiujun Li, Xia, Qiaolin +13 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #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
  66. LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
    2025/08/31 by Xiyao Wang, Chunyuan Li, Wang, Xiyao +10 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  67. Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
    2021/05/23 by Jinyu Yang, Chunyuan Li, Yang, Jinyu +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  68. Learning Generic Sentence Representations Using Convolutional Neural Networks
    2016/11/23 by Zhe Gan, Yunchen Pu, Gan, Zhe +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  69. Learning Structural Weight Uncertainty for Sequential Decision-Making
    2017/12/30 by Ruiyi Zhang, Chunyuan Li, Zhang, Ruiyi +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  70. Continuous-Time Flows for Efficient Inference and Density Estimation
    2017/09/04 by Changyou Chen, Chen, Changyou, Chunyuan Li +9 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks
  71. High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models
    2015/12/23 by Chunyuan Li, Li, Chunyuan, Changyou Chen +5 · 2 citations
    Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Generative Adversarial Networks and Image Synthesis
  72. Few-Shot Named Entity Recognition: A Comprehensive Study
    2020/12/29 by Jiaxin Huang, Chunyuan Li, Huang, Jiaxin +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  73. Weakly supervised cross-domain alignment with optimal transport
    2020/08/14 by Siyang Yuan, Yuan, Siyang, Ke Bai +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques