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Dai, Xiyang

  1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 310 citations
    Computer Science · #Computational Physics and Python Applications
  2. Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
    2023/11/10 by Bin Xiao, Xiao, Bin, Haiping Wu +15 · 3 voices · 98 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  3. RegionCLIP: Region-based Language-Image Pretraining
    2021/12/16 by Yiwu Zhong, Jianwei Yang, Zhong, Yiwu +19 · 61 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  4. Florence: A New Foundation Model for Computer Vision
    2021/11/22 by Lu Yuan, Dongdong Chen, Yuan, Lu +43 · 47 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
  5. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
    2025/03/03 by Microsoft, Abdelrahman Abouelenin, : +147 · 147 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
  6. CvT: Introducing Convolutions to Vision Transformers
    2021/03/29 by Haiping Wu, Bin Xiao, Wu, Haiping +11 · 48 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. 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
  8. Dynamic Convolution: Attention over Convolution Kernels
    2019/12/07 by Yinpeng Chen, Chen, Yinpeng, Xiyang Dai +9 · 20 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  9. GLIPv2: Unifying Localization and Vision-Language Understanding
    2022/06/12 by Haotian Zhang, Pengchuan Zhang, Zhang, Haotian +17 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  10. 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)
  11. Mobile-Former: Bridging MobileNet and Transformer
    2021/08/12 by Chen, Yinpeng, Dai, Xiyang, Chen, Dongdong +4 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Focal Self-attention for Local-Global Interactions in Vision Transformers
    2021/07/01 by Yang, Jianwei, Li, Chunyuan, Zhang, Pengchuan +4 · 11 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Dynamic Head: Unifying Object Detection Heads with Attentions
    2021/06/15 by Dai, Xiyang, Chen, Yinpeng, Xiao, Bin +4 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning
    2022/12/08 by Rui Wang, Dongdong Chen, Wang, Rui +13 · 10 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
  15. BEVT: BERT Pretraining of Video Transformers
    2021/12/02 by Rui Wang, Dongdong Chen, Wang, Rui +15 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  16. MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment
    2018/11/30 by Zhang, Da, Dai, Xiyang, Wang, Xin +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Rewrite the Stars
    2024/03/29 by Xu Ma, Xiyang Dai, Ma, Xu +7 · 12 citations
    Arts and Humanities · #Historical and Architectural Studies
  18. DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
    2024/06/06 by Lingchen Meng, Meng, Lingchen, Jianwei Yang +11 · 9 citations
    Engineering · #Ferroelectric and Negative Capacitance Devices
  19. Dynamic ReLU
    2020/03/22 by Yinpeng Chen, Chen, Yinpeng, Xiyang Dai +9 · 4 citations
    Computer Science · #Machine Learning and ELM #Advanced Neural Network Applications #Neural Networks and Applications
  20. LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
    2024/11/07 by Weiquan Huang, Aoqi Wu, Huang, Weiquan +21 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  21. Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding
    2021/03/29 by Zhang, Pengchuan, Dai, Xiyang, Yang, Jianwei +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System
    2023/04/27 by Wang, Junke, Chen, Dongdong, Luo, Chong +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Stronger NAS with Weaker Predictors
    2021/02/21 by Junru Wu, Wu, Junru, Xiyang Dai +17 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  24. Look Before You Match: Instance Understanding Matters in Video Object Segmentation
    2022/12/13 by Junke Wang, Wang, Junke, Dongdong Chen +17 · 3 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 #Visual Attention and Saliency Detection
  25. OmniTracker: Unifying Object Tracking by Tracking-with-Detection
    2023/03/21 by Junke Wang, Zuxuan Wu, Wang, Junke +11 · 3 citations
    Computer Science · Environmental Science · Social Sciences · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
  26. Efficient Self-supervised Vision Transformers for Representation Learning
    2021/06/17 by Chunyuan Li, Jianwei Yang, Li, Chunyuan +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
  27. CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
    2022/01/15 by Zhecan Wang, Noel Codella, Wang, Zhecan +17 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  28. Residual Mixture of Experts
    2022/04/20 by Wu, Lemeng, Liu, Mengchen, Chen, Yinpeng +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
    2022/04/22 by Wang, Zhecan, Codella, Noel, Chen, Yen-Chun +8 · 2 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)
  30. Revisiting Dynamic Convolution via Matrix Decomposition
    2021/03/15 by Yunsheng Lou, Yinpeng Chen, Li, Yunsheng +14 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  31. MicroNet: Improving Image Recognition with Extremely Low FLOPs
    2021/08/12 by Yunsheng Li, Yinpeng Chen, Li, Yunsheng +15 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques #Domain Adaptation and Few-Shot Learning
  32. Reduce Information Loss in Transformers for Pluralistic Image Inpainting
    2022/05/10 by Liu, Qiankun, Tan, Zhentao, Chen, Dongdong +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  33. Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
    2022/06/07 by Lingchen Meng, Xiyang Dai, Meng, Lingchen +17 · 1 citation
    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
  34. Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
    2022/06/03 by Xie, Yujia, Zhou, Luowei, Dai, Xiyang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences