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Wei Deng

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Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs

Jan 31, 2024
Qingchen Wang, Zhe Li, Zdenka Babic, Wei Deng, Ljubiša Stanković, Danilo P. Mandic

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Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo

Jan 22, 2024
Haoyang Zheng, Wei Deng, Christian Moya, Guang Lin

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Reflected Schrödinger Bridge for Constrained Generative Modeling

Jan 06, 2024
Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky T. Q. Chen

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Short-Term Multi-Horizon Line Loss Rate Forecasting of a Distribution Network Using Attention-GCN-LSTM

Dec 19, 2023
Jie Liu, Yijia Cao, Yong Li, Yixiu Guo, Wei Deng

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Toward Real World Stereo Image Super-Resolution via Hybrid Degradation Model and Discriminator for Implied Stereo Image Information

Dec 13, 2023
Yuanbo Zhou, Yuyang Xue, Jiang Bi, Wenlin He, Xinlin Zhang, Jiajun Zhang, Wei Deng, Ruofeng Nie, Junlin Lan, Qinquan Gao, Tong Tong

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Non-convex Bayesian Learning via Stochastic Gradient Markov Chain Monte Carlo

May 30, 2023
Wei Deng

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Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation

May 12, 2023
Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka

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Non-reversible Parallel Tempering for Deep Posterior Approximation

Nov 20, 2022
Wei Deng, Qian Zhang, Qi Feng, Faming Liang, Guang Lin

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Interacting Contour Stochastic Gradient Langevin Dynamics

Feb 20, 2022
Wei Deng, Siqi Liang, Botao Hao, Guang Lin, Faming Liang

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Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art

Dec 23, 2021
Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu

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