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EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset)


Dec 23, 2022
Haoran Wang, Yan Zhu, Wenzheng Qin, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song

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Bridging the Training-Inference Gap for Dense Phrase Retrieval


Oct 25, 2022
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

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* Findings of EMNLP 2022; 12 pages, 3 figures 

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f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation


Oct 10, 2022
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Miguel Angel Bautista, Josh Susskind

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* 28 pages, 21 figures, work in progress 

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Data-Driven Deep Supervision for Skin Lesion Classification


Sep 04, 2022
Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen

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* MICCAI 2022 

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Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models


Jul 01, 2022
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen

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* Accepted by MICCAI2022 

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H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation


Jun 02, 2022
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen

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* Accepted at IEEE Transactions On Medical Imaging (TMI) 

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Linearizing Transformer with Key-Value Memory Bank


Mar 26, 2022
Yizhe Zhang, Deng Cai

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* Work in progress 

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Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges


Mar 18, 2022
Shikib Mehri, Jinho Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskenazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang

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* Report from the NSF AED Workshop (http://dialrc.org/AED/

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Towards More Efficient Insertion Transformer with Fractional Positional Encoding


Dec 12, 2021
Zhisong Zhang, Yizhe Zhang, Bill Dolan

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HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation


Nov 03, 2021
Shubhankar Borse, Hong Cai, Yizhe Zhang, Fatih Porikli

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* Accepted to BMVC 2021 

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