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An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems


Jan 10, 2022
Guangdong Xue, Qin Chang, Jian Wang, Kai Zhang, Nikhil R. Pal


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Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology


Dec 29, 2021
Vítor Albiero, Kai Zhang, Michael C. King, Kevin W. Bowyer

* arXiv admin note: substantial text overlap with arXiv:2008.06989 

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Sequential Recommendation with Bidirectional Chronological Augmentation of Transformer


Dec 13, 2021
Juyong Jiang, Yingtao Luo, Jae Boum Kim, Kai Zhang, Sunghun Kim


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Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation


Dec 01, 2021
Kai Zhang, Yifan Sun, Rui Wang, Haichang Li, Xiaohui Hu

* 13 pages, 2 figures, submitted to BMVC2021 

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Scalable Causal Structure Learning: New Opportunities in Biomedicine


Oct 15, 2021
Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim


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Towards Flexible Blind JPEG Artifacts Removal


Sep 29, 2021
Jiaxi Jiang, Kai Zhang, Radu Timofte

* Accepted by ICCV 2021, Code: https://github.com/jiaxi-jiang/FBCNN 

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GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks


Sep 13, 2021
Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi

* In EMNLP 2021 

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A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy


Sep 10, 2021
Kai Zhang, Chao Tian, Kun Zhang, Todd Johnson, Xiaoqian Jiang

* 37 pages 

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Federated Variational Learning for Anomaly Detection in Multivariate Time Series


Aug 29, 2021
Kai Zhang, Yushan Jiang, Lee Seversky, Chengtao Xu, Dahai Liu, Houbing Song

* Accepted paper in the IEEE 40th International Performance Computing and Communications Conference - IPCCC 2021 

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Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer


Aug 24, 2021
Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng

* CIKM 2021, 5 pages; The first two authors contributed equally to this work 

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SwinIR: Image Restoration Using Swin Transformer


Aug 23, 2021
Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

* Sota results on classical/lightweight/real-world image SR, image denoising and JPEG compression artifact reduction. Code: https://github.com/JingyunLiang/SwinIR 

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Learning to Detect: A Data-driven Approach for Network Intrusion Detection


Aug 18, 2021
Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang, Houbing Song

* Accepted paper in the IEEE 40th International Performance Computing and Communications Conference - IPCCC 2021 

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Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks


Aug 18, 2021
Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi

* In ACL 2021 

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SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation


Aug 18, 2021
Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen

* 5 pages, 3 figures 

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Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution


Aug 11, 2021
Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

* Accepted by ICCV2021. Code: https://github.com/JingyunLiang/MANet 

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Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling


Aug 11, 2021
Jingyun Liang, Andreas Lugmayr, Kai Zhang, Martin Danelljan, Luc Van Gool, Radu Timofte

* Accepted by ICCV2021. Code: https://github.com/JingyunLiang/HCFlow 

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Video Super-Resolution Transformer


Jun 12, 2021
Jiezhang Cao, Yawei Li, Kai Zhang, Luc Van Gool


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LocalViT: Bringing Locality to Vision Transformers


Apr 12, 2021
Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Luc Van Gool


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PQA: Perceptual Question Answering


Apr 08, 2021
Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song

* Accepted by CVPR 2021 

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PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting


Apr 01, 2021
Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala, Noah Snavely

* Accepted to CVPR 2021; Project page: https://kai-46.github.io/PhySG-website/ 

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Flow-based Kernel Prior with Application to Blind Super-Resolution


Mar 29, 2021
Jingyun Liang, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte

* Accepted by CVPR2021. Code: https://github.com/JingyunLiang/FKP 

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Designing a Practical Degradation Model for Deep Blind Image Super-Resolution


Mar 25, 2021
Kai Zhang, Jingyun Liang, Luc Van Gool, Radu Timofte

* Code: https://github.com/cszn/BSRGAN 

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Spatio-Temporal Data Mining for Aviation Delay Prediction


Mar 20, 2021
Kai Zhang, Yushan Jiang, Dahai Liu, Houbing Song


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BEAUTY Powered BEAST


Mar 11, 2021
Kai Zhang, Zhigen Zhao, Wen Zhou


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Local Change Point Detection and Signal Cleaning using EEMD with applications to Acoustic Shockwaves and Cardiac Signals


Mar 01, 2021
Kentaro Hoffman, Jonathan M. Lees, Kai Zhang


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RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER


Feb 05, 2021
Lin Sun, Jiquan Wang, Kai Zhang, Yindu Su, Fangsheng Weng

* Accepted by AAAI2021 

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Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network


Feb 01, 2021
Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang

* In review 

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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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