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Mixture Proportion Estimation and PU Learning: A Modern Approach

Nov 01, 2021
Saurabh Garg, Yifan Wu, Alex Smola, Sivaraman Balakrishnan, Zachary C. Lipton

* Spotlight at NeurIPS 2021 

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On the Fairness of Swarm Learning in Skin Lesion Classification

Sep 24, 2021
Di Fan, Yifan Wu, Xiaoxiao Li

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Deformable Image Registration using Neural ODEs

Aug 27, 2021
Yifan Wu, Tom Z. Jiahao, Jiancong Wang, Paul A. Yushkevich, James C. Gee, M. Ani Hsieh

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A Pseudo Label-wise Attention Network for Automatic ICD Coding

Jun 18, 2021
Yifan Wu, Min Zeng, Ying Yu, Min Li

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Unsupervised Learning of Multi-level Structures for Anomaly Detection

Apr 25, 2021
Songmin Dai, Jide Li, Lu Wang, Congcong Zhu, Yifan Wu, Xiaoqiang Li

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On the Optimality of Batch Policy Optimization Algorithms

Apr 06, 2021
Chenjun Xiao, Yifan Wu, Tor Lattimore, Bo Dai, Jincheng Mei, Lihong Li, Csaba Szepesvari, Dale Schuurmans

* 29 pages, 8 figures 

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Instabilities of Offline RL with Pre-Trained Neural Representation

Mar 08, 2021
Ruosong Wang, Yifan Wu, Ruslan Salakhutdinov, Sham M. Kakade

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Estimating and Improving Fairness with Adversarial Learning

Mar 07, 2021
Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada

* 12 pages, 2 figures, 3 tables 

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BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions

Jan 29, 2021
Yifan Wu, Min Gao, Min Zeng, Feiyang Chen, Min Li, Jie Zhang

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Quantization in Relative Gradient Angle Domain For Building Polygon Estimation

Jul 10, 2020
Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong

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A Unified View of Label Shift Estimation

Mar 17, 2020
Saurabh Garg, Yifan Wu, Sivaraman Balakrishnan, Zachary C. Lipton

* Pre-print 

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Learning to Combat Compounding-Error in Model-Based Reinforcement Learning

Dec 24, 2019
Chenjun Xiao, Yifan Wu, Chen Ma, Dale Schuurmans, Martin Müller

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Game Design for Eliciting Distinguishable Behavior

Dec 12, 2019
Fan Yang, Liu Leqi, Yifan Wu, Zachary C. Lipton, Pradeep Ravikumar, William W. Cohen, Tom Mitchell

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Behavior Regularized Offline Reinforcement Learning

Nov 26, 2019
Yifan Wu, George Tucker, Ofir Nachum

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Enhanced generative adversarial network for 3D brain MRI super-resolution

Jul 15, 2019
Jiancong Wang, Yuhua Chen, Yifan Wu, Jianbo Shi, James Gee

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Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment

Mar 11, 2019
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary Lipton

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Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging

Nov 08, 2018
Xiaoxiao Li, Vivek Singh, Yifan Wu, Klaus Kirchberg, James Duncan, Ankur Kapoor

* Accepted by NIPS workshop MED-NIPS 2018 

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The Laplacian in RL: Learning Representations with Efficient Approximations

Oct 10, 2018
Yifan Wu, George Tucker, Ofir Nachum

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Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings

Jul 27, 2018
Qi Chen, Lei Wang, Yifan Wu, Guangming Wu, Zhiling Guo, Steven L. Waslander

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Privacy-Protective-GAN for Face De-identification

Jun 23, 2018
Yifan Wu, Fan Yang, Haibin Ling

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Planar Object Tracking in the Wild: A Benchmark

May 22, 2018
Pengpeng Liang, Yifan Wu, Hu Lu, Liming Wang, Chunyuan Liao, Haibin Ling

* Accepted by ICRA 2018 

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Generating Synthetic X-ray Images of a Person from the Surface Geometry

May 14, 2018
Brian Teixeira, Vivek Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu

* accepted for spotlight presentation at CVPR 2018 

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Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent

Feb 13, 2018
Yifan Wu, Barnabas Poczos, Aarti Singh

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Conservative Bandits

Feb 13, 2016
Yifan Wu, Roshan Shariff, Tor Lattimore, Csaba Szepesvári

* 9 pages, plus 4-page appendix, with 3 figures. Submitted to ICML 2016 

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Online Learning with Gaussian Payoffs and Side Observations

Oct 27, 2015
Yifan Wu, András György, Csaba Szepesvári

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