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WINNet: Wavelet-inspired Invertible Network for Image Denoising


Sep 14, 2021
Jun-Jie Huang, Pier Luigi Dragotti


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Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net


Jun 19, 2021
Tianrui Liu, Qingjie Meng, Jun-Jie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz


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LINN: Lifting Inspired Invertible Neural Network for Image Denoising


May 07, 2021
Jun-Jie Huang, Pier Luigi Dragotti

* Accepted by the 29th European Signal Processing Conference, EUSIPCO 2021 

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Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible


Sep 09, 2020
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad Jaimoukha, Xinwang Liu

* 15 pages, 8 figures 

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Learning Deep Analysis Dictionaries -- Part II: Convolutional Dictionaries


Jan 31, 2020
Jun-Jie Huang, Pier Luigi Dragotti


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Learning Deep Analysis Dictionaries -- Part I: Unstructured Dictionaries


Jan 31, 2020
Jun-Jie Huang, Pier Luigi Dragotti


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Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling


Dec 18, 2019
Tianrui Liu, Wenhan Luo, Lin Ma, Jun-Jie Huang, Tania Stathaki, Tianhong Dai


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Gated Multi-layer Convolutional Feature Extraction Network for Robust Pedestrian Detection


Oct 25, 2019
Tianrui Liu, Jun-Jie Huang, Tianhong Dai, Guangyu Ren, Tania Stathaki


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