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AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth


Sep 08, 2021
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze

* Submitted to AAAI'22 

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Boosting Light-Weight Depth Estimation Via Knowledge Distillation


May 13, 2021
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Xiangyong Lu, Tin Lun Lam


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Federated Few-Shot Learning with Adversarial Learning


Apr 01, 2021
Chenyou Fan, Jianwei Huang


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Projection Robust Wasserstein Distance and Riemannian Optimization


Jun 28, 2020
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan

* The first two authors contributed equally 

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Federated Generative Adversarial Learning


May 24, 2020
Chenyou Fan, Ping Liu


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Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering


Apr 08, 2019
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang


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Forecasting Hands and Objects in Future Frames


Aug 23, 2018
Chenyou Fan, Jangwon Lee, Michael S. Ryoo


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Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos


Jul 25, 2018
Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S Ryoo, David J Crandall

* To appear in ECCV 2018 

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Improved Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization


Jul 25, 2018
Tianyi Lin, Chenyou Fan, Mengdi Wang

* The error appears in the proof. More specifically, the proof of "section 3, Theorem 3.9" in the appendix has an error (c.f. Lemma B.4). Also some errors in "section 4, experiment". We have a new version arXiv:1806.00458 

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Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction


Jul 20, 2018
Mingze Xu, Chenyou Fan, John D Paden, Geoffrey C Fox, David J Crandall

* 10 pages, 7 figures, published in WACV 2018 

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Improved Oracle Complexity for Stochastic Compositional Variance Reduced Gradient


Jun 01, 2018
Tianyi Lin, Chenyou Fan, Mengdi Wang, Michael I. Jordan

* arXiv admin note: text overlap with arXiv: 1802.02339; correct typos, improve proof and add experiments on real datasets 

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Identifying First-person Camera Wearers in Third-person Videos


Apr 20, 2017
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo


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Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters


Dec 26, 2016
AJ Piergiovanni, Chenyou Fan, Michael S. Ryoo

* AAAI 2017 

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DeepDiary: Automatic Caption Generation for Lifelogging Image Streams


Aug 12, 2016
Chenyou Fan, David J. Crandall

* This is an expanded preprint of a paper appearing at the ECCV International Workshop on Egocentric Perception, Interaction, and Computing 

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