Siyuan Pan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Image Generation

Class Imbalance

Discriminative Classifiers

Top Venues

Multim. Tools Appl.

Publications

Jinchao Zhu, Yuxuan Wang, Siyuan Pan, Pengfei Wan, Di Zhang, Gao Huang
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies. CoRR (2024)
Liang Hou, Qi Cao, Yige Yuan, Songtao Zhao, Chongyang Ma, Siyuan Pan, Pengfei Wan, Zhongyuan Wang, Huawei Shen, Xueqi Cheng
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training. NeurIPS (2023)
Siyuan Pan, Linna Zhang, Jie Zhang, Xiaoshuang Li, Liang Hou, Xiaobing Tu
Layer-adaptive Structured Pruning Guided by Latency. CoRR (2023)
Jinchao Zhu, Yuxuan Wang, Xiaobing Tu, Siyuan Pan, Pengfei Wan, Gao Huang
A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance Optimization. CoRR (2023)
Liang Hou, Qi Cao, Huawei Shen, Siyuan Pan, Xiaoshuang Li, Xueqi Cheng
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training. CoRR (2022)
Siyuan Pan, Xiaoshuang Li, Tingyao Li, Liang Hou, Kaibin Qiu, Xiaobing Tu
Fine-tuning Pruned Networks with Linear Over-parameterization. CoRR (2022)
Siyuan Pan, Yiming Qin, Tingyao Li, Xiaoshuang Li, Liang Hou
Momentum Contrastive Pruning. CVPR Workshops (2022)
Liang Hou, Qi Cao, Huawei Shen, Siyuan Pan, Xiaoshuang Li, Xueqi Cheng
Conditional GANs with Auxiliary Discriminative Classifier. ICML (2022)
Siyuan Pan, Bin Sheng, Gaoqi He, Huating Li, Guangtao Xue
BAW: learning from class imbalance and noisy labels with batch adaptation weighted loss. Multim. Tools Appl. 81 (10) (2022)
Siyuan Pan, Ling Dai, Xuhong Hou, Huating Li, Bin Sheng
ChefGAN: Food Image Generation from Recipes. ACM Multimedia (2020)
Siyuan Pan, Xuhong Hou, Huating Li, Bin Sheng, Ruogu Fang, Yuxin Xue, Weiping Jia, Jing Qin
Abdominal Adipose Tissue Segmentation in MRI with Double Loss Function Collaborative Learning. MICCAI (6) (2019)