Xiyang Dai

1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
   2024/04/22 by Marah Abdin, Jyoti Aneja, Abdin, Marah +262 · 8 voices · 316 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 · 99 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, Zhong, Yiwu, Jianwei Yang +19 · 62 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
4. CvT: Introducing Convolutions to Vision Transformers
   2021/03/29 by Haiping Wu, Wu, Haiping, Bin Xiao +11 · 51 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
5. Florence: A New Foundation Model for Computer Vision
   2021/11/22 by Lu Yuan, Yuan, Lu, Dongdong Chen +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
6. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
   2025/03/03 by Microsoft, Abdelrahman Abouelenin, : +147 · 150 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
7. Generalized Decoding for Pixel, Image, and Language
   2022/12/21 by Xueyan Zou, Zou, Xueyan, Zi-Yi Dou +25 · 33 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, Xiyang Dai, Chen, Yinpeng +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, Zhang, Haotian, Pengchuan Zhang +17 · 21 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
10. BEVT: BERT Pretraining of Video Transformers
    2021/12/02 by Rui Wang, Wang, Rui, Dongdong Chen +15 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications
11. 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
12. Rewrite the Stars
    2024/03/29 by Xu Ma, Ma, Xu, Xiyang Dai +7 · 12 citations
    Arts and Humanities · #Historical and Architectural Studies
13. DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
    2024/06/06 by Lingchen Meng, Meng, Lingchen, Jianwei Yang +11 · 10 citations
    Engineering · #Ferroelectric and Negative Capacitance Devices
14. 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
15. 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
16. Rewrite the Stars
    2024/06/16 by Xu Ma, Xiyang Dai, Yue Bai +2 · 9 citations
    Arts and Humanities · Computer Science · Physics and Astronomy · #Historical and Architectural Studies #Currency Recognition and Detection #Historical Astronomy and Related Studies
17. Stronger NAS with Weaker Predictors
    2021/02/21 by Junru Wu, Xiyang Dai, Wu, Junru +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
18. OmniTracker: Unifying Object Tracking by Tracking-with-Detection
    2023/03/21 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 4 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
19. 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
20. 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
21. CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
    2022/01/15 by Zhecan Wang, Wang, Zhecan, Noel Codella +17 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
22. 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
23. MicroNet: Improving Image Recognition with Extremely Low FLOPs
    2021/08/12 by Yunsheng Li, Li, Yunsheng, Yinpeng Chen +15 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques #Domain Adaptation and Few-Shot Learning
24. 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