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Xu, Hu

  1. DINOv2: Learning Robust Visual Features without Supervision
    2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1611 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  2. The Llama 3 Herd of Models
    2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2746 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Perception Encoder: The best visual embeddings are not at the output of the network
    2025/04/17 by Daniel Bolya, Po-Yao Huang, Bolya, Daniel +35 · 2 voices · 103 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  4. VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
    2021/09/28 by Hu Xu, Gargi Ghosh, Xu, Hu +13 · 49 citations
    Computer Science · #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 #Multimodal Machine Learning Applications
  5. Masked Autoencoders that Listen
    2022/07/13 by Po-Yao Huang, Huang, Po-Yao, Xu Hu +13 · 42 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  6. LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
    2024/10/22 by Xiaoqian Shen, Shen, Xiaoqian, Yunyang Xiong +31 · 78 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  7. Demystifying CLIP Data
    2023/09/28 by Xu Hu, Saining Xie, Xu, Hu +17 · 41 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  8. An Introduction to Vision-Language Modeling
    2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +79 · 39 citations
    Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  9. DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
    2024/12/20 by Cijo Jose, Théo Moutakanni, Jose, Cijo +25 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  10. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
    2019/04/03 by Hu Xu, Xu, Hu, Bing Liu +5 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
  11. DOC: Deep Open Classification of Text Documents
    2017/09/25 by Shu, Lei, Xu, Hu, Liu, Bing · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
    2024/03/12 by Sainbayar Sukhbaatar, Olga Golovneva, Sukhbaatar, Sainbayar +19 · 11 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  13. Diffusion Models as Masked Autoencoders
    2023/04/06 by Wei Chen, Karttikeya Mangalam, Wei, Chen +17 · 6 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  14. VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
    2021/05/20 by Hu Xu, Xu, Hu, Gargi Ghosh +13 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  15. Meta CLIP 2: A Worldwide Scaling Recipe
    2025/07/29 by Yung-Sung Chuang, Chuang, Yung-Sung, Li Yang +27 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  16. SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
    2025/02/13 by Yung-Sung Chuang, Chuang, Yung-Sung, Benjamin Cohen-Wang +15 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
  17. MoDE: CLIP Data Experts via Clustering
    2024/04/24 by Ma, Jiawei, Huang, Po-Yao, Xie, Saining +5 · 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)
  18. Altogether: Image Captioning via Re-aligning Alt-text
    2024/10/22 by Hu Xu, Po-Yao Huang, Xu, Hu +23 · 6 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
  19. MAViL: Masked Audio-Video Learners
    2022/12/15 by Huang, Po-Yao, Sharma, Vasu, Xu, Hu +7 · 3 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  20. DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
    2020/04/28 by Xu, Hu, Liu, Bing, Shu, Lei +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. CM3: A Causal Masked Multimodal Model of the Internet
    2022/01/19 by Aghajanyan, Armen, Huang, Bernie, Ross, Candace +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. CiT: Curation in Training for Effective Vision-Language Data
    2023/01/05 by Xu, Hu, Xie, Saining, Huang, Po-Yao +5 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. DepthLM: Metric Depth From Vision Language Models
    2025/09/29 by Zhipeng Cai, Cai, Zhipeng, Ching-Feng Yeh +17 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  24. Text Quality-Based Pruning for Efficient Training of Language Models
    2024/04/26 by Sharma, Vasu, Padthe, Karthik, Ardalani, Newsha +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. General Information Metrics for Improving AI Model Training Efficiency
    2025/01/02 by Jianfeng Xu, Congcong Liu, Xu, Jianfeng +19 · 1 citation
    Computer Science · Business, Management and Accounting · Engineering · #Machine Learning and Data Classification #Big Data and Business Intelligence #Advanced Data Processing Techniques