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Po-Yao Huang

  1. DINOv2: Learning Robust Visual Features without Supervision
    2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1645 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  2. Perception Encoder: The best visual embeddings are not at the output of the network
    2025/04/17 by Daniel Bolya, Bolya, Daniel, Po-Yao Huang +35 · 2 voices · 104 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  3. VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
    2021/09/28 by Hu Xu, Gargi Ghosh, Xu, Hu +13 · 50 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
  4. Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
    2023/06/01 by Chaitanya K. Ryali, Yuan-Ting Hu, Ryali, Chaitanya +23 · 55 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 #Machine Learning (cs.LG)
  5. Masked Autoencoders that Listen
    2022/07/13 by Po-Yao Huang, Xu Hu, Huang, Po-Yao +13 · 42 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  6. Demystifying CLIP Data
    2023/09/28 by Xu Hu, Saining Xie, Xu, Hu +17 · 42 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
  7. A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
    2020/06/01 by Pengzhen Ren, Yun Xiao, Ren, Pengzhen +11 · 25 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  8. A Comprehensive Survey of Neural Architecture Search
    2021/05/24 by Pengzhen Ren, Yun Xiao, Xiaojun Chang +5 · 25 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
  9. PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
    2025/04/17 by Jang Hyun Cho, Cho, Jang Hyun, Andrea Madotto +54 · 30 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  10. Diffusion Models as Masked Autoencoders
    2023/04/06 by Wei Chen, Wei, Chen, Karttikeya Mangalam +17 · 7 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
  11. VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
    2021/05/20 by Hu Xu, Gargi Ghosh, Xu, Hu +13 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  12. 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
  13. Support-set bottlenecks for video-text representation learning
    2020/10/06 by Mandela Patrick, Po-Yao Huang, Patrick, Mandela +11 · 1 citation
    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