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Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model


Sep 21, 2022
Zhaopeng Feng, Keyang Zhang, Baoliang Chen, Shiqi Wang

* 3 pages, 3 figures 

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Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment


Sep 14, 2022
Baoliang Chen, Hanwei Zhu, Lingyu Zhu, Shiqi Wang, Sam Kwong


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Just Noticeable Difference Modeling for Face Recognition System


Sep 13, 2022
Yu Tian, Zhangkai Ni, Baoliang Chen, Shurun Wang, Shiqi Wang, Hanli Wang, Sam Kwong


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A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels


Sep 07, 2022
Runmin Cong, Qi Qin, Chen Zhang, Qiuping Jiang, Shiqi Wang, Yao Zhao, Sam Kwong

* Accepted by IEEE Transactions on Circuits and Systems for Video Technology 2022 

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High Dynamic Range Image Quality Assessment Based on Frequency Disparity


Sep 06, 2022
Yue Liu, Zhangkai Ni, Shiqi Wang, Hanli Wang, Sam Kwong


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General Cutting Planes for Bound-Propagation-Based Neural Network Verification


Aug 11, 2022
Huan Zhang, Shiqi Wang, Kaidi Xu, Linyi Li, Bo Li, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter


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DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space


Aug 05, 2022
Xigran Liao, Baoliang Chen, Hanwei Zhu, Shiqi Wang, Mingliang Zhou, Sam Kwong

* ACM Multimedia 2022 accepted thesis 

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Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement


Jul 03, 2022
Zhangkai Ni, Wenhan Yang, Hanli Wang, Shiqi Wang, Lin Ma, Sam Kwong

* 9 pages, 7 figures, accepted to ACM MM 2022 

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Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder


May 16, 2022
Tiexin Qin, Shiqi Wang, Haoliang Li

* ICML 2022, code is available at https://github.com/WonderSeven/LSSAE 

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