Guansong Lu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Diffusion Model

Image Manipulation

Visual Recognition

Top Venues

Publications

Runhui Huang, Kaixin Cai, Jianhua Han, Xiaodan Liang, Renjing Pei, Guansong Lu, Songcen Xu, Wei Zhang, Hang Xu
LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model. CoRR (2024)
Runhui Huang, Jianhua Han, Guansong Lu, Xiaodan Liang, Yihan Zeng, Wei Zhang, Hang Xu
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability. CoRR (2023)
Yikai Wang, Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Wei Zhang, Yanwei Fu
Entity-Level Text-Guided Image Manipulation. CoRR (2023)
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. ICCV (2023)
Xujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment. ICCV (2023)
Runhui Huang, Jianhua Han, Guansong Lu, Xiaodan Liang, Yihan Zeng, Wei Zhang, Hang Xu
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability. ICCV (2023)
Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. AAAI (2023)
Guansong Lu, Yuanfan Guo, Jianhua Han, Minzhe Niu, Yihan Zeng, Songcen Xu, Zeyi Huang, Zhao Zhong, Wei Zhang, Hang Xu
PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion. CoRR (2023)
Guian Fang, Zutao Jiang, Jianhua Han, Guansong Lu, Hang Xu, Xiaodan Liang
Boosting Text-to-Image Diffusion Models with Fine-Grained Semantic Rewards. CoRR (2023)
Xujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment. CoRR (2023)
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. CoRR (2023)
Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu
ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation. CoRR (2022)
Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Niu Minzhe, Xiaodan Liang, Lewei Yao, Runhui Huang, Wei Zhang, Xin Jiang, Chunjing Xu, Hang Xu
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark. NeurIPS (2022)
Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. CoRR (2022)
Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu
FILIP: Fine-grained Interactive Language-Image Pre-Training. ICLR (2022)
Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Hang Xu, Xiaodan Liang, Wei Zhang, Xin Jiang, Chunjing Xu
Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework. CoRR (2022)
Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu
ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation. CVPR (2022)
Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu
FILIP: Fine-grained Interactive Language-Image Pre-Training. CoRR (2021)
Guansong Lu, Zhiming Zhou, Jian Shen, Cheng Chen, Weinan Zhang, Yong Yu
Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency. CoRR (2020)
Minkai Xu, Zhiming Zhou, Guansong Lu, Jian Tang, Weinan Zhang, Yong Yu
Sobolev Wasserstein GAN. CoRR (2020)
Zhiming Zhou, Qingru Zhang, Guansong Lu, Hongwei Wang, Weinan Zhang, Yong Yu
AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods. ICLR (Poster) (2019)
Guansong Lu, Zhiming Zhou, Yuxuan Song, Kan Ren, Yong Yu
Guiding the One-to-One Mapping in CycleGAN via Optimal Transport. AAAI (2019)
Zhiming Zhou, Qingru Zhang, Guansong Lu, Hongwei Wang, Weinan Zhang, Yong Yu
AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods. CoRR (2018)
Haoshu Fang, Guansong Lu, Xiaolin Fang, Jianwen Xie, Yu-Wing Tai, Cewu Lu
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer. CoRR (2018)
Haoshu Fang, Guansong Lu, Xiaolin Fang, Jianwen Xie, Yu-Wing Tai, Cewu Lu
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer. CVPR (2018)
Guansong Lu, Zhiming Zhou, Yuxuan Song, Kan Ren, Yong Yu
Guiding the One-to-one Mapping in CycleGAN via Optimal Transport. CoRR (2018)