Yonglong Tian
- Supervised Contrastive Learning
2020/04/23 by Prannay Khosla, Piotr Teterwak, Khosla, Prannay +15 · 220 citations
Computer Science · #Advanced Neural Network Applications #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) #Multimodal Machine Learning Applications
- Contrastive Multiview Coding
2019/06/13 by Yonglong Tian, Dilip Krishnan, Tian, Yonglong +3 · 120 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- Autoregressive Image Generation without Vector Quantization
2024/06/17 by Tianhong Li, Yonglong Tian, Li, Tianhong +7 · 159 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques
- Representation Learning on Graphs with Jumping Knowledge Networks
2018/06/09 by Keyulu Xu, Chengtao Li, Xu, Keyulu +9 · 69 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques
- What Makes for Good Views for Contrastive Learning?
2020/05/20 by Yonglong Tian, Tian, Yonglong, Chen Sun +9 · 60 citations
Social Sciences · #Adult and Continuing Education Topics #Education and Critical Thinking Development #Educator Training and Historical Pedagogy
- Contrastive Multiview Coding
2020/01/01 by Yonglong Tian, Dilip Krishnan, Phillip Isola · 56 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Vision and Imaging #Video Coding and Compression Technologies
- Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
2024/10/17 by Lijie Fan, Tianhong Li, Fan, Lijie +15 · 39 citations
Computer Science · Arts and Humanities · #Computer Graphics and Visualization Techniques #Digital Humanities and Scholarship #Artificial Intelligence in Games
- Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?
2020/03/25 by Yonglong Tian, Tian, Yonglong, Yue Wang +7 · 15 citations
Computer Science · #Advanced Neural Network Applications #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
- Scaling Laws of Synthetic Images for Model Training ... for Now
2023/12/07 by Lijie Fan, Kaifeng Chen, Fan, Lijie +9 · 21 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
2023/06/01 by Yonglong Tian, Tian, Yonglong, Lijie Fan +7 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 36 citations
#cs.CL #cs.AI
- Restart Sampling for Improving Generative Processes
2023/06/26 by Yilun Xu, Mingyang Deng, Xu, Yilun +9 · 10 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Model Reduction and Neural Networks
- Learning Vision from Models Rivals Learning Vision from Data
2023/12/28 by Yonglong Tian, Lijie Fan, Tian, Yonglong +9 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Divide and Contrast: Self-supervised Learning from Uncurated Data
2021/05/17 by Yonglong Tian, Olivier J. Hénaff, Tian, Yonglong +3 · 4 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Personalized Representation from Personalized Generation
2024/12/20 by Shobhita Sundaram, Sundaram, Shobhita, Julia Chae +7 · 1 voice · 3 citations
Computer Science · #Distributed and Parallel Computing Systems #cs.CV #cs.LG
- Latent Denoising Makes Good Tokenizers
2025/07/21 by Jiawei Yang, Tianhong Li, Yang, Jiawei +7 · 1 voice · 9 citations
#cs.CV
- Self-Correcting Self-Consuming Loops for Generative Model Training
2024/02/11 by Nate Gillman, Gillman, Nate, Michael R. Freeman +11 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model-Driven Software Engineering Techniques #Modeling and Simulation Systems #Simulation Techniques and Applications
- Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency
2023/10/05 by Tianhong Li, Li, Tianhong, Sangnie Bhardwaj +15 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques