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Towards Fair Federated Learning with Zero-Shot Data Augmentation


Apr 27, 2021
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J Liang, Changyou Chen, Lawrence Carin

* Accepted by IEEE CVPR Workshop on Fair, Data Efficient And Trusted Computer Vision 

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Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning


Mar 17, 2021
Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin

* To appear in ICLR 2021 

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FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders


Mar 11, 2021
Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin

* Accepted by the 9th International Conference on Learning Representations (ICLR 2021) 

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FLOP: Federated Learning on Medical Datasets using Partial Networks


Feb 10, 2021
Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin


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MixKD: Towards Efficient Distillation of Large-scale Language Models


Nov 01, 2020
Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin


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WAFFLe: Weight Anonymized Factorization for Federated Learning


Aug 13, 2020
Weituo Hao, Nikhil Mehta, Kevin J Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin


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CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information


Jul 14, 2020
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin

* Accepted by the 37th International Conference on Machine Learing (ICML2020) 

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Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training


Feb 25, 2020
Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, Jianfeng Gao

* To appear at CVPR 2020. The first two authors contributed equally to this manuscript. Code: https://github.com/weituo12321/PREVALENT 

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Adaptive Power System Emergency Control using Deep Reinforcement Learning


Mar 09, 2019
Qiuhua Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang

* 8 pages 

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