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Li, Chunyuan

  1. Visual Instruction Tuning
    2023/04/17 by Liu, Haotian, Li, Chunyuan, Wu, Qingyang +1 · 1315 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)
  2. Instruction Tuning with GPT-4
    2023/04/06 by Baolin Peng, Peng, Baolin, Chunyuan Li +7 · 3 voices · 39 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  3. 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 · 623 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
  4. Improved Baselines with Visual Instruction Tuning
    2023/10/05 by Liu, Haotian, Li, Chunyuan, Li, Yuheng +1 · 694 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)
  5. LLaVA-OneVision: Easy Visual Task Transfer
    2024/08/06 by Bo Li, Yuanhan Zhang, Li, Bo +18 · 581 citations
    Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Teleoperation and Haptic Systems
  6. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
    2023/10/03 by Lu, Pan, Bansal, Hritik, Xia, Tony +7 · 352 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)
  7. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
    2023/06/01 by Chunyuan Li, Cliff Wong, Li, Chunyuan +15 · 234 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
  8. Grounded Language-Image Pre-training
    2021/12/07 by Li, Liunian Harold, Zhang, Pengchuan, Zhang, Haotian +9 · 126 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) #Multimedia (cs.MM)
  9. LLaVA-Video: Video Instruction Tuning With Synthetic Data
    2024/10/03 by Jin‐Ming Wu, Zhang, Yuanhan, Weidong Li +10 · 184 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Experimental Learning in Engineering #Digital Filter Design and Implementation
  10. GLIGEN: Open-Set Grounded Text-to-Image Generation
    2023/01/17 by Yuheng Li, Li, Yuheng, Haotian Liu +13 · 93 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
  11. Aligning Large Multimodal Models with Factually Augmented RLHF
    2023/09/25 by Zhiqing Sun, Sheng Shen, Sun, Zhiqing +21 · 105 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
  12. RegionCLIP: Region-based Language-Image Pretraining
    2021/12/16 by Yiwu Zhong, Zhong, Yiwu, Jianwei Yang +19 · 60 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  13. LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
    2024/07/10 by Feng Li, Renrui Zhang, Li, Feng +13 · 115 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
  14. Long Context Transfer from Language to Vision
    2024/06/24 by Peiyuan Zhang, Kaichen Zhang, Zhang, Peiyuan +17 · 107 citations
    Computer Science · Engineering · #Speech and dialogue systems #Robotics and Automated Systems
  15. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    2023/11/09 by Shilong Liu, Hao Cheng, Liu, Shilong +23 · 1 voice · 39 citations
    #cs.CV #cs.AI #cs.CL #cs.LG #cs.MM
  16. Measuring the Intrinsic Dimension of Objective Landscapes
    2018/04/24 by Chunyuan Li, Li, Chunyuan, Heerad Farkhoor +5 · 35 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)
  17. Florence: A New Foundation Model for Computer Vision
    2021/11/22 by Lu Yuan, Yuan, Lu, Dongdong Chen +43 · 44 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
  18. LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
    2024/07/17 by Kaichen Zhang, Zhang, Kaichen, Bo Li +19 · 79 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  19. Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
    2020/04/13 by Li, Xiujun, Yin, Xi, Li, Chunyuan +9 · 33 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  20. Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
    2023/10/17 by Yang, Jianwei, Zhang, Hao, Li, Feng +3 · 52 citations
    #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)
  21. Generalized Decoding for Pixel, Image, and Language
    2022/12/21 by Xueyan Zou, Zou, Xueyan, Zi-Yi Dou +25 · 32 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
  22. Seed1.5-VL Technical Report
    2025/05/11 by Dong Guo, Faming Wu, Guo, Dong +287 · 112 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
  23. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
    2024/06/13 by Wang, Fei, Fu, Xingyu, Huang, James Y. +18 · 43 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Variational Autoencoder for Deep Learning of Images, Labels and Captions
    2016/09/28 by Yunchen Pu, Zhe Gan, Pu, Yunchen +11 · 18 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
  25. Multimodal Foundation Models: From Specialists to General-Purpose Assistants
    2023/09/18 by Chunyuan Li, Zhe Gan, Li, Chunyuan +11 · 28 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
  26. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
    2019/03/25 by Hao Fu, Chunyuan Li, Fu, Hao +9 · 19 citations
    Computer Science · #Algorithms and Data Compression #Machine Learning and Algorithms
  27. Towards Building the Federated GPT: Federated Instruction Tuning
    2023/05/09 by Jianyi Zhang, Saeed Vahidian, Zhang, Jianyi +11 · 24 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
  28. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 30 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  29. Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training
    2020/02/25 by Weituo Hao, Hao, Weituo, Chunyuan Li +7 · 16 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)
  30. MIMIC-IT: Multi-Modal In-Context Instruction Tuning
    2023/06/08 by Bo Li, Li, Bo, Yuanhan Zhang +13 · 21 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
  31. Focal Modulation Networks
    2022/03/22 by Yang, Jianwei, Li, Chunyuan, Dai, Xiyang +2 · 16 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks
    2015/12/23 by Li, Chunyuan, Chen, Changyou, Carlson, David +1 · 10 citations
    #FOS: Computer and information sciences #Machine Learning (stat.ML)
  33. LLaVA-Critic: Learning to Evaluate Multimodal Models
    2024/10/03 by Tianyi Xiong, Xiyao Wang, Xiong, Tianyi +13 · 32 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multi-Agent Systems and Negotiation
  34. LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models
    2023/12/05 by Hao Zhang, Hongyang Li, Zhang, Hao +19 · 21 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Speech and dialogue systems
  35. A Simple Framework for Open-Vocabulary Segmentation and Detection
    2023/03/14 by Zhang, Hao, Li, Feng, Zou, Xueyan +5 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Semantic-SAM: Segment and Recognize Anything at Any Granularity
    2023/07/10 by Feng Li, Li, Feng, Hao Zhang +15 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  37. MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
    2024/07/11 by Renrui Zhang, Xinyu Wei, Zhang, Renrui +22 · 26 citations
    Social Sciences · #Mathematics Education and Teaching Techniques
  38. Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
    2019/02/11 by Ruqi Zhang, Zhang, Ruqi, Chunyuan Li +7 · 11 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)
  39. Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
    2024/04/01 by Zhang, Ruohong, Gui, Liangke, Sun, Zhiqing +8 · 20 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Focal Self-attention for Local-Global Interactions in Vision Transformers
    2021/07/01 by Yang, Jianwei, Li, Chunyuan, Zhang, Pengchuan +4 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. Unified Contrastive Learning in Image-Text-Label Space
    2022/04/07 by Jianwei Yang, Chunyuan Li, Yang, Jianwei +11 · 11 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  42. Learning Customized Visual Models with Retrieval-Augmented Knowledge
    2023/01/17 by Haotian Liu, Kilho Son, Liu, Haotian +11 · 12 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
  43. Large Language Models are Visual Reasoning Coordinators
    2023/10/23 by Liangyu Chen, Bo Li, Chen, Liangyu +13 · 14 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
  44. 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
  45. HallE-Control: Controlling Object Hallucination in Large Multimodal Models
    2023/10/03 by Zhai, Bohan, Yang, Shijia, Xu, Chenfeng +4 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
    2024/09/19 by Dongzhi Jiang, Renrui Zhang, Jiang, Dongzhi +23 · 19 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
  47. ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
    2022/04/19 by Chunyuan Li, Li, Chunyuan, Haotian Liu +19 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  48. Scaling Vision-Language Models with Sparse Mixture of Experts
    2023/03/13 by Sheng Shen, Shen, Sheng, Zhewei Yao +9 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  49. K-LITE: Learning Transferable Visual Models with External Knowledge
    2022/04/20 by Shen, Sheng, Li, Chunyuan, Hu, Xiaowei +11 · 5 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)
  50. Robust Navigation with Language Pretraining and Stochastic Sampling
    2019/09/05 by Xiujun Li, Chunyuan Li, Li, Xiujun +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  51. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
    2018/05/24 by Shen, Dinghan, Wang, Guoyin, Wang, Wenlin +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
    2024/05/28 by Xin Xiao, Xiao, Xin, Bohong Wu +9 · 7 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
  53. Graphic Design with Large Multimodal Model
    2024/04/22 by Yutao Cheng, Cheng, Yutao, Zhao Zhang +11 · 6 citations
    Computer Science · #Digital Media and Visual Art
  54. Visual In-Context Prompting
    2023/11/22 by Li, Feng, Jiang, Qing, Zhang, Hao +9 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. Bridging the Gap between Stochastic Gradient MCMC and Stochastic Optimization
    2015/12/25 by Chen, Changyou, Carlson, David, Gan, Zhe +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  56. Parameter-efficient Model Adaptation for Vision Transformers
    2022/03/29 by Xuehai He, He, Xuehai, Chunyuan Li +7 · 3 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
  57. 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 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  58. Vision-Language Pre-training: Basics, Recent Advances, and Future Trends
    2022/10/17 by Gan, Zhe, Li, Linjie, Li, Chunyuan +3 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  59. Policy Optimization as Wasserstein Gradient Flows
    2018/08/09 by Zhang, Ruiyi, Chen, Changyou, Li, Chunyuan +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  60. Generative Adversarial Network Training is a Continual Learning Problem
    2018/11/27 by Liang, Kevin J, Li, Chunyuan, Wang, Guoyin +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  61. Symmetric Variational Autoencoder and Connections to Adversarial Learning
    2017/09/06 by Li‐Qun Chen, Chen, Liqun, Shuyang Dai +9 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  62. 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
  63. BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys
    2023/10/16 by Gu, Yu, Yang, Jianwei, Usuyama, Naoto +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. Deep Temporal Sigmoid Belief Networks for Sequence Modeling
    2015/09/23 by Zhe Gan, Chunyuan Li, Gan, Zhe +7 · 2 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
  65. Efficient Self-supervised Vision Transformers for Representation Learning
    2021/06/17 by Chunyuan Li, Li, Chunyuan, Jianwei Yang +13 · 3 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
  66. Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning
    2025/03/10 by Qinghao Ye, Ye, Qinghao, Xianhan Zeng +7 · 8 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
  67. Joint Embedding of Words and Labels for Text Classification
    2018/05/10 by Guoyin Wang, Wang, Guoyin, Chunyuan Li +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  68. An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
    2023/09/18 by Yadong Lu, Chunyuan Li, Lu, Yadong +9 · 3 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
  69. LAFITE: Towards Language-Free Training for Text-to-Image Generation
    2021/11/27 by Zhou, Yufan, Zhang, Ruiyi, Chen, Changyou +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  70. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
    2020/04/05 by Chunyuan Li, Xiang Gao, Li, Chunyuan +11 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  71. Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics
    2022/11/29 by Chunyuan Li, Xinliang Zhu, Li, Chunyuan +5 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
  72. Few-shot Natural Language Generation for Task-Oriented Dialog
    2020/02/27 by Baolin Peng, Peng, Baolin, Chenguang Zhu +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  73. 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)
  74. Triangle Generative Adversarial Networks
    2017/09/19 by Gan, Zhe, Chen, Liqun, Wang, Weiyao +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  75. Towards Amortized Ranking-Critical Training for Collaborative Filtering
    2019/06/10 by Lobel, Sam, Li, Chunyuan, Gao, Jianfeng +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  76. Survival Cluster Analysis
    2020/02/29 by Chapfuwa, Paidamoyo, Li, Chunyuan, Mehta, Nikhil +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  77. Straight-Through Estimator as Projected Wasserstein Gradient Flow
    2019/10/05 by Cheng, Pengyu, Liu, Chang, Li, Chunyuan +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  78. LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
    2025/08/31 by Xiyao Wang, Wang, Xiyao, Chunyuan Li +10 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  79. Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
    2021/05/23 by Jinyu Yang, Yang, Jinyu, Chunyuan Li +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
  80. Lafite2: Few-shot Text-to-Image Generation
    2022/10/25 by Zhou, Yufan, Li, Chunyuan, Chen, Changyou +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  81. 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
  82. Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
    2023/11/02 by Fabian, Zalan, Miao, Zhongqi, Li, Chunyuan +10 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  83. Multi-View Learning for Vision-and-Language Navigation
    2020/03/02 by Qiaolin Xia, Xia, Qiaolin, Xiujun Li +13 · 1 citation
    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
  84. SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners
    2024/08/29 by Guo, Ziyu, Zhang, Renrui, Zhu, Xiangyang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences