| 2024 | CVPR | Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning. | Sicong Shen, Yang Zhou, Bingzheng Wei, Eric I-Chao Chang, Yan Xu |
| 2024 | ICLR | Exploring Diffusion Time-steps for Unsupervised Representation Learning. | Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang |
| 2022 | MICCAI | Transformer Based Multiple Instance Learning for Weakly Supervised Histopathology Image Segmentation. | Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu |
| 2021 | ICLR | Large Scale Image Completion via Co-Modulated Generative Adversarial Networks. | Shengyu Zhao, Jonathan Cui, Yilun Sheng, Yue Dong, Xiao Liang, Eric I-Chao Chang, Yan Xu |
| 2020 | CVPR | MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask. | Shengyu Zhao, Yilun Sheng, Yue Dong, Eric I-Chao Chang, Yan Xu |
| 2020 | MICCAI | Microscopic Fine-Grained Instance Classification Through Deep Attention. | Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher |
| 2019 | ICCV | Recursive Cascaded Networks for Unsupervised Medical Image Registration. | Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu |
| 2016 | MICCAI | Gland Instance Segmentation by Deep Multichannel Side Supervision. | Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang |
| 2015 | ICASSP | Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation. | Yan Xu, Zhipeng Jia, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang |
| 2014 | ICASSP | Deep learning of feature representation with multiple instance learning for medical image analysis. | Yan Xu, Tao Mo, Qiwei Feng, Peilin Zhong, Maode Lai, Eric I-Chao Chang |
| 2012 | CVPR | Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering. | Yan Xu, Jun-Yan Zhu, Eric I-Chao Chang, Zhuowen Tu |
| 2012 | CVPR | Unsupervised object class discovery via saliency-guided multiple class learning. | Jun-Yan Zhu, Jiajun Wu, Yichen Wei, Eric I-Chao Chang, Zhuowen Tu |
| 2012 | MICCAI | Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. | Yan Xu, Jianwen Zhang, Eric I-Chao Chang, Maode Lai, Zhuowen Tu |