Eric I-Chao Chang

60 papers A* 8Misc 2Journal 44Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Exploring Diffusion Time-steps for Unsupervised Representation Learning. ICLR Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang
2024	J	`jnl`	Exploring Diffusion Time-steps for Unsupervised Representation Learning. CoRR Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang
2024	A*	`conf`	Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning. CVPR Sicong Shen, Yang Zhou, Bingzheng Wei, Eric I-Chao Chang, Yan Xu
2023	A*	`conf`	EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. NeurIPS Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
2023	J	`jnl`	EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. CoRR Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
2023	J	`jnl`	Weakly supervised histopathology image segmentation with self-attention. Medical Image Anal. Kailu Li, Ziniu Qian, Yingnan Han, Eric I-Chao Chang, Bingzheng Wei, Maode Lai, Jing Liao, Yubo Fan, Yan Xu
2022	J	`jnl`	3D Segmentation Guided Style-Based Generative Adversarial Networks for PET Synthesis. IEEE Trans. Medical Imaging Yang Zhou, Zhiwen Yang, Hui Zhang, Eric I-Chao Chang, Yubo Fan, Yan Xu
2022	J	`jnl`	3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis. CoRR Yang Zhou, Zhiwen Yang, Hui Zhang, Eric I-Chao Chang, Yubo Fan, Yan Xu
2022	—	`conf`	Transformer Based Multiple Instance Learning for Weakly Supervised Histopathology Image Segmentation. MICCAI (2) Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu
2022	J	`jnl`	Transformer based multiple instance learning for weakly supervised histopathology image segmentation. CoRR Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu
2021	A*	`conf`	Large Scale Image Completion via Co-Modulated Generative Adversarial Networks. ICLR Shengyu Zhao, Jonathan Cui, Yilun Sheng, Yue Dong, Xiao Liang, Eric I-Chao Chang, Yan Xu
2021	J	`jnl`	Large Scale Image Completion via Co-Modulated Generative Adversarial Networks. CoRR Shengyu Zhao, Jonathan Cui, Yilun Sheng, Yue Dong, Xiao Liang, Eric I-Chao Chang, Yan Xu
2021	J	`jnl`	Whole Brain Segmentation with Full Volume Neural Network. CoRR Yeshu Li, Jonathan Cui, Yilun Sheng, Xiao Liang, Jingdong Wang, Eric I-Chao Chang, Yan Xu
2021	J	`jnl`	Whole brain segmentation with full volume neural network. Comput. Medical Imaging Graph. Yeshu Li, Jonathan Cui, Yilun Sheng, Xiao Liang, Jingdong Wang, Eric I-Chao Chang, Yan Xu
2020	J	`jnl`	ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. IEEE Trans. Medical Imaging Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia
2020	—	`conf`	Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention. ISBI Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	A*	`conf`	MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask. CVPR Shengyu Zhao, Yilun Sheng, Yue Dong, Eric I-Chao Chang, Yan Xu
2020	J	`jnl`	MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask. CoRR Shengyu Zhao, Yilun Sheng, Yue Dong, Eric I-Chao Chang, Yan Xu
2020	—	`conf`	Microscopic Fine-Grained Instance Classification Through Deep Attention. MICCAI (5) Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	J	`jnl`	Microscopic fine-grained instance classification through deep attention. CoRR Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	J	`jnl`	Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network. IEEE J. Biomed. Health Informatics Shengyu Zhao, Ting Fung Lau, Ji Luo, Eric I-Chao Chang, Yan Xu
2019	J	`jnl`	Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries. BMC Bioinform. Yipei Wang, Xingyu Fan, Luoxin Chen, Eric I-Chao Chang, Sophia Ananiadou, Junichi Tsujii, Yan Xu
2019	A*	`conf`	Recursive Cascaded Networks for Unsupervised Medical Image Registration. ICCV Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu
2019	J	`jnl`	Recursive Cascaded Networks for Unsupervised Medical Image Registration. CoRR Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu
2019	J	`jnl`	Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. CoRR Ting Fung Lau, Ji Luo, Shengyu Zhao, Eric I-Chao Chang, Yan Xu
2019	J	`jnl`	Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks. IEEE J. Biomed. Health Informatics Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu
2019	J	`jnl`	Wound area measurement with 3D transformation and smartphone images. BMC Bioinform. Chunhui Liu, Xingyu Fan, Zhizhi Guo, Zhongjun Mo, Eric I-Chao Chang, Yan Xu
2018	J	`jnl`	End-to-end subtitle detection and recognition for videos in East Asian languages via CNN ensemble. Signal Process. Image Commun. Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang
2018	J	`jnl`	MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation. CoRR Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric I-Chao Chang, Yan Xu
2018	J	`jnl`	Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge. CoRR Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, Francisco Beca, Thomas Wollmann, Karl Rohr, Manan A. Shah, Dayong Wang, Mikaël Rousson, Martin Hedlund, David Tellez, Francesco Ciompi, Erwan Zerhouni, David Lanyi, Matheus Palhares Viana, Vassili Kovalev, Vitali Liauchuk, Hady Ahmady Phoulady, Talha Qaiser, Simon Graham, Nasir M. Rajpoot, Erik Sjöblom, Jesper Molin, Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Zhipeng Jia, Eric I-Chao Chang, Yan Xu, Andrew H. Beck, Paul J. van Diest, Josien P. W. Pluim
2018	J	`jnl`	Sleep stage classification based on multi-level feature learning and recurrent neural networks via wearable device. Comput. Biol. Medicine Xin Zhang, Weixuan Kou, Eric I-Chao Chang, He Gao, Yubo Fan, Yan Xu
2017	J	`jnl`	Constrained Deep Weak Supervision for Histopathology Image Segmentation. CoRR Zhipeng Jia, Xingyi Huang, Eric I-Chao Chang, Yan Xu
2017	J	`jnl`	Constrained Deep Weak Supervision for Histopathology Image Segmentation. IEEE Trans. Medical Imaging Zhipeng Jia, Xingyi Huang, Eric I-Chao Chang, Yan Xu
2017	J	`jnl`	Gland Instance Segmentation Using Deep Multichannel Neural Networks. IEEE Trans. Biomed. Eng. Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang
2017	J	`jnl`	Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features. BMC Bioinform. Yan Xu, Zhipeng Jia, Liang-Bo Wang, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang
2017	J	`jnl`	Learning multi-level features for sensor-based human action recognition. Pervasive Mob. Comput. Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang
2017	J	`jnl`	Parallel multiple instance learning for extremely large histopathology image analysis. BMC Bioinform. Yan Xu, Yeshu Li, Zhengyang Shen, Ziwei Wu, Teng Gao, Yubo Fan, Maode Lai, Eric I-Chao Chang
2017	J	`jnl`	Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device. CoRR Xin Zhang, Weixuan Kou, Eric I-Chao Chang, He Gao, Yubo Fan, Yan Xu
2017	J	`jnl`	Unsupervised End-to-end Learning for Deformable Medical Image Registration. CoRR Siyuan Shan, Xiaoqing Guo, Wen Yan, Eric I-Chao Chang, Yubo Fan, Yan Xu
2017	J	`jnl`	Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks. CoRR Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu
2016	J	`jnl`	End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance. CoRR Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang
2016	J	`jnl`	Gland Instance Segmentation Using Deep Multichannel Neural Networks. CoRR Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang
2016	J	`jnl`	Gland Instance Segmentation by Deep Multichannel Neural Networks. CoRR Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Yubo Fan, Maode Lai, Eric I-Chao Chang
2016	—	`conf`	Gland Instance Segmentation by Deep Multichannel Side Supervision. MICCAI (2) Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang
2016	J	`jnl`	Gland Instance Segmentation by Deep Multichannel Side Supervision. CoRR Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang
2016	J	`jnl`	Learning Multi-level Features For Sensor-based Human Action Recognition. CoRR Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang
2015	J	`jnl`	A two-layer structure prediction framework for microscopy cell detection. Comput. Medical Imaging Graph. Yan Xu, Weiying Wu, Eric I-Chao Chang, Danny Ziyi Chen, Jian Mu, Peter P. Lee, Kim R. M. Blenman, Zhuowen Tu
2015	J	`jnl`	Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary. BMC Bioinform. Yan Xu, Luoxin Chen, Junsheng Wei, Sophia Ananiadou, Yubo Fan, Yi Qian, Eric I-Chao Chang, Jun'ichi Tsujii
2015	Misc	`conf`	Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation. ICASSP Yan Xu, Zhipeng Jia, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang
2015	J	`jnl`	Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jun-Yan Zhu, Jiajun Wu, Yan Xu, Eric I-Chao Chang, Zhuowen Tu
2014	Misc	`conf`	Deep learning of feature representation with multiple instance learning for medical image analysis. ICASSP Yan Xu, Tao Mo, Qiwei Feng, Peilin Zhong, Maode Lai, Eric I-Chao Chang
2014	J	`jnl`	Weakly supervised histopathology cancer image segmentation and classification. Medical Image Anal. Yan Xu, Jun-Yan Zhu, Eric I-Chao Chang, Maode Lai, Zhuowen Tu
2013	J	`jnl`	An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge. J. Am. Medical Informatics Assoc. Yan Xu, Yining Wang, Tianren Liu, Junichi Tsujii, Eric I-Chao Chang
2012	J	`jnl`	A classification approach to coreference in discharge summaries: 2011 i2b2 challenge. J. Am. Medical Informatics Assoc. Yan Xu, Jiahua Liu, Jiajun Wu, Yue Wang, Zhuowen Tu, Jian-Tao Sun, Junichi Tsujii, Eric I-Chao Chang
2012	—	`conf`	Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. MICCAI (3) Yan Xu, Jianwen Zhang, Eric I-Chao Chang, Maode Lai, Zhuowen Tu
2012	J	`jnl`	Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries. J. Am. Medical Informatics Assoc. Yan Xu, Kai Hong, Junichi Tsujii, Eric I-Chao Chang
2012	A*	`conf`	Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering. CVPR Yan Xu, Jun-Yan Zhu, Eric I-Chao Chang, Zhuowen Tu
2012	J	`jnl`	Named entity recognition of follow-up and time information in 20 000 radiology reports. J. Am. Medical Informatics Assoc. Yan Xu, Junichi Tsujii, Eric I-Chao Chang
2012	A*	`conf`	Unsupervised object class discovery via saliency-guided multiple class learning. CVPR Jun-Yan Zhu, Jiajun Wu, Yichen Wei, Eric I-Chao Chang, Zhuowen Tu
1995	—	`—`	Improving wordspotting performance with limited training data. Eric I-Chao Chang