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NeMF: Neural Motion Fields for Kinematic Animation

Chengan He , Jun Saito , James Zachary , Holly Rushmeier , Yi Zhou

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SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities

Pengbo Hu , Xingyu Li , Yi Zhou

* submitted to IJCAI2022 

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Data Sampling Affects the Complexity of Online SGD over Dependent Data

Shaocong Ma , Ziyi Chen , Yi Zhou , Kaiyi Ji , Yingbin Liang

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A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and Nonsmooth Bi-level Optimization

Ziyi Chen , Bhavya Kailkhura , Yi Zhou

* 20 pages, 1 figure, 1 table 

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Delving into the Estimation Shift of Batch Normalization in a Network

Lei Huang , Yi Zhou , Tian Wang , Jie Luo , Xianglong Liu

* Accepted to CVPR 2022. The Code is available at: 

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Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings

Yi Zhou , Masahiro Kaneko , Danushka Bollegala

* Accepted to ACL 2022 

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Listing Maximal k-Plexes in Large Real-World Graphs

Zhengren Wang , Yi Zhou , Mingyu Xiao , Bakhadyr Khoussainov

* WWW'2022 

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Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis

Yi Zhou , Parikshit Ram , Theodoros Salonidis , Nathalie Baracaldo , Horst Samulowitz , Heiko Ludwig

* arXiv admin note: substantial text overlap with arXiv:2112.08524 

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On the Convergence of Gradient Extrapolation Methods for Unbalanced Optimal Transport

Quang Minh Nguyen , Hoang H. Nguyen , Yi Zhou , Lam M. Nguyen

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