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Andrzej Cichocki

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Quantization Aware Factorization for Deep Neural Network Compression

Aug 08, 2023
Daria Cherniuk, Stanislav Abukhovich, Anh-Huy Phan, Ivan Oseledets, Andrzej Cichocki, Julia Gusak

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Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation

Jun 19, 2023
Farnaz Sedighin, Andrzej Cichocki, Hossein Rabbani

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Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition

Jun 16, 2023
Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran Junejo, Zaher AL Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki

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Image Reconstruction using Superpixel Clustering and Tensor Completion

May 16, 2023
Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki

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TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning

Apr 30, 2022
Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej Cichocki, Ivan Oseledets

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How to Train Unstable Looped Tensor Network

Mar 05, 2022
Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov, Igor Vorona, Nikolay Kozyrskiy, Petr Tichavsky, Andrzej Cichocki

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L3C-Stereo: Lossless Compression for Stereo Images

Aug 21, 2021
Zihao Huang, Zhe Sun, Feng Duan, Andrzej Cichocki, Peiying Ruan, Chao Li

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Meta-Solver for Neural Ordinary Differential Equations

Mar 15, 2021
Julia Gusak, Alexandr Katrutsa, Talgat Daulbaev, Andrzej Cichocki, Ivan Oseledets

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Improving EEG Decoding via Clustering-based Multi-task Feature Learning

Dec 12, 2020
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki

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Deep Learning in EEG: Advance of the Last Ten-Year Critical Period

Nov 22, 2020
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li

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