Lu, Guansong
- FILIP: Fine-grained Interactive Language-Image Pre-Training
2021/11/09 by Lewei Yao, Runhui Huang, Yao, Lewei +17 · 70 citations
Computer Science · #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 #Topic Modeling
- Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
2022/02/14 by Jiaxi Gu, Gu, Jiaxi, Xiaojun Meng +21 · 28 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
2024/12/09 by Wang, Chunwei, Lu, Guansong, Yang, Junwei +5 · 30 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
2025/04/02 by Runhui Huang, Huang, Runhui, Chunwei Wang +19 · 29 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model
2024/03/18 by Runhui Huang, Huang, Runhui, Kaixin Cai +15 · 8 citations
Computer Science · #Image Retrieval and Classification Techniques
- Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer
2018/05/11 by Fang, Hao-Shu, Lu, Guansong, Fang, Xiaolin +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment
2023/05/31 by Zutao Jiang, Jiang, Zutao, Guian Fang +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment
2023/08/22 by Xujie Zhang, Zhang, Xujie, Binbin Yang +15 · 3 citations
Arts and Humanities · Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fashion and Cultural Textiles #Generative Adversarial Networks and Image Synthesis
- Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency
2020/03/14 by Guansong Lu, Lu, Guansong, Zhiming Zhou +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation
2025/03/20 by Zihao Zhang, Zhang, Zihao, Haoran Chen +10 · 5 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Video Coding and Compression Technologies
- AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
2018/09/29 by Zhou, Zhiming, Zhang, Qingru, Lu, Guansong +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability
2023/08/18 by Huang, Runhui, Han, Jianhua, Lu, Guansong +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images
2023/08/31 by Cuican Yu, Yu, Cuican, Guansong Lu +17 · 1 citation
Computer Science · Engineering · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
- PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion
2023/12/27 by Guansong Lu, Yuanfan Guo, Lu, Guansong +18 · 1 voice
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV
- Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
2018/11/15 by Guansong Lu, Lu, Guansong, Zhiming Zhou +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Machine Learning (cs.LG)