Sun, Ximeng
- Agent Laboratory: Using LLM Agents as Research Assistants
2025/01/08 by Samuel Schmidgall, Schmidgall, Samuel, Yusheng Su +17 · 4 voices · 77 citations
#cs.HC #cs.AI #cs.CL #cs.LG
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
2019/11/27 by Ximeng Sun, Sun, Ximeng, Rameswar Panda +5 · 11 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
- Koala: Key frame-conditioned long video-LLM
2024/04/05 by Tan, Reuben, Sun, Ximeng, Hu, Ping +5 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
2022/06/20 by Ximeng Sun, Ping Hu, Sun, Ximeng +3 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
- SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
2024/12/14 by Hao Chen, Ze Wang, Chen, Hao +17 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Filter Design and Implementation #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths
2021/03/02 by Sun, Ximeng, Panda, Rameswar, Chen, Chun-Fu +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DIME-FM: DIstilling Multimodal and Efficient Foundation Models
2023/03/31 by Ximeng Sun, Pengchuan Zhang, Sun, Ximeng +9 · 4 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
- Dynamic Network Quantization for Efficient Video Inference
2021/08/23 by Sun, Ximeng, Panda, Rameswar, Chen, Chun-Fu +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unleashing Hour-Scale Video Training for Long Video-Language Understanding
2025/06/05 by Lin, Jingyang, Wu, Jialian, Sun, Ximeng +8 · 8 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations
2023/08/03 by Hu, Ping, Sun, Ximeng, Sclaroff, Stan +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition
2021/05/11 by Panda, Rameswar, Chen, Chun-Fu, Fan, Quanfu +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Latent Visual Reasoning
2025/09/29 by Li, Bangzheng, Sun, Ximeng, Liu, Jiang +7 · 7 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-Taught Agentic Long Context Understanding
2025/02/21 by Zhuang, Yufan, Yu, Xiaodong, Wu, Jialian +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation
2025/09/23 by Zhou, Yuzhen, Li, Jiajun, Su, Yusheng +15 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Similarity R-C3D for Few-shot Temporal Activity Detection
2018/12/25 by Huijuan Xu, Bingyi Kang, Xu, Huijuan +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- CaptionQA: Is Your Caption as Useful as the Image Itself?
2025/11/26 by Shijia Yang, Yunong Liu, Yang, Shijia +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Visual Attention and Saliency Detection