Sucheng Ren
- What If We Recaption Billions of Web Images with LLaMA-3?
2024/06/12 by Xiangde Li, Xianhang Li, Haoqin Tu +22 · 2 voices · 18 citations
Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
- On Feature Decorrelation in Self-Supervised Learning
2021/05/02 by Tianyu Hua, Wenxiao Wang, Hua, Tianyu +9 · 15 citations
Computer Science · #Anomaly Detection Techniques and 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) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
2022/06/13 by Zihui Xue, Xue, Zihui, Zhengqi Gao +5 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers
2025/05/20 by Sucheng Ren, Ren, Sucheng, Qihang Yu +8 · 1 voice · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #cs.CV
- Rejuvenating image-GPT as Strong Visual Representation Learners
2023/12/04 by Sucheng Ren, Ren, Sucheng, Zeyu Wang +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
2024/11/15 by Sucheng Ren, Ren, Sucheng, Yaodong Yu +9 · 6 citations
Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- A Simple Data Mixing Prior for Improving Self-Supervised Learning
2022/06/15 by Sucheng Ren, Ren, Sucheng, Huiyu Wang +11 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Mamba-R: Vision Mamba ALSO Needs Registers
2024/05/23 by Wang Feng, Wang, Feng, Jiahao Wang +15 · 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 #Generative Adversarial Networks and Image Synthesis
- TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models
2023/01/03 by Sucheng Ren, Ren, Sucheng, Fangyun Wei +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Autoregressive Pretraining with Mamba in Vision
2024/06/11 by Sucheng Ren, Xianhang Li, Ren, Sucheng +21 · 2 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spatial Cognition and Navigation
- Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
2024/06/08 by Sucheng Ren, Ren, Sucheng, Xiaoke Huang +13 · 1 citation
Medicine · #Radiology practices and education