Guanglu Song

1. Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
   2024/03/25 by Hao Shao, Shao, Hao, Shengju Qian +13 · 133 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
2. Phased Consistency Models
   2024/05/28 by Fu-Yun Wang, Fuyun Wang, Zhaoyang Huang +23 · 1 voice · 24 citations
   Decision Sciences · #Complex Systems and Decision Making #cs.CV #cs.LG
3. DETRs with Collaborative Hybrid Assignments Training
   2022/11/22 by Zhuofan Zong, Guanglu Song, Zong, Zhuofan +3 · 39 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning and Data Classification #Music and Audio Processing
4. UniFormer: Unifying Convolution and Self-attention for Visual Recognition
   2022/01/24 by Kunchang Li, Yali Wang, Li, Kunchang +13 · 21 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 #Multimodal Machine Learning Applications
5. UniFormer: Unifying Convolution and Self-Attention for Visual Recognition
   2023/06/05 by Kunchang Li, Yali Wang, Junhao Zhang +5 · 21 citations
   Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
6. UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning
   2022/01/12 by Kunchang Li, Li, Kunchang, Yali Wang +11 · 15 citations
   Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
7. RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
   2023/05/29 by Zeyue Xue, Xue, Zeyue, Guanglu Song +11 · 16 citations
   Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Computational and Text Analysis Methods
8. MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
   2024/09/19 by Dongzhi Jiang, Renrui Zhang, Jiang, Dongzhi +23 · 20 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
9. MoVA: Adapting Mixture of Vision Experts to Multimodal Context
   2024/04/19 by Zhuofan Zong, Bingqi Ma, Zong, Zhuofan +13 · 17 citations
   Social Sciences · Engineering · #Geographic Information Systems Studies #Spatial Cognition and Navigation
10. AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data
    2024/02/01 by Fu-Yun Wang, Zhaoyang Huang, Wang, Fu-Yun +13 · 1 voice · 6 citations
    #cs.CV #cs.LG
11. Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models
    2024/05/01 by Xiaoshi Wu, Wu, Xiaoshi, Yiming Hao +13 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis
12. Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction
    2023/04/03 by Zhuofan Zong, Dongzhi Jiang, Zong, Zhuofan +11 · 8 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 #Video Surveillance and Tracking Methods
13. Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation
    2024/03/20 by Fuyun Wang, Xiaoshi Wu, Wang, Fu-Yun +13 · 7 citations
    Computer Science · Economics, Econometrics and Finance · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Cinema and Media Studies #Aesthetic Perception and Analysis
14. Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
    2024/06/17 by Bingqi Ma, Zhuofan Zong, Ma, Bingqi +7 · 8 citations
    Computer Science · #Topic Modeling
15. Revisiting the Sibling Head in Object Detector
    2020/03/17 by Guanglu Song, Yu Liu, Song, Guanglu +3 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
16. EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
    2024/12/12 by Zhuofan Zong, Dongzhi Jiang, Zong, Zhuofan +13 · 8 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging
17. Self-slimmed Vision Transformer
    2021/11/24 by Zhuofan Zong, Kunchang Li, Zong, Zhuofan +11 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
18. Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object Detection
    2023/10/24 by Manyuan Zhang, Zhang, Manyuan, Guanglu Song +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
19. Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning
    2024/10/02 by Jianxiong Li, Zhihao Wang, Li, Jianxiong +18 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Automated Systems #Speech and dialogue systems
20. INTERN: A New Learning Paradigm Towards General Vision
    2021/11/16 by Jing Shao, Shao, Jing, Siyu Chen +51 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
21. See Further When Clear: Curriculum Consistency Model
    2024/12/09 by Yunpeng Liu, Boxiao Liu, Liu, Yunpeng +11 · 2 citations
    Social Sciences · #Higher Education Learning Practices