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Modular Degradation Simulation and Restoration for Under-Display Camera


Sep 23, 2022
Yang Zhou, Yuda Song, Xin Du


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Rethinking Performance Gains in Image Dehazing Networks


Sep 23, 2022
Yuda Song, Yang Zhou, Hui Qian, Xin Du


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FreSCo: Frequency-Domain Scan Context for LiDAR-based Place Recognition with Translation and Rotation Invariance


Jun 25, 2022
Yongzhi Fan, Xin Du, Jizhong Shen

* 8 pages, 10 figures 

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Risk-Driven Design of Perception Systems


May 21, 2022
Anthony L. Corso, Sydney M. Katz, Craig Innes, Xin Du, Subramanian Ramamoorthy, Mykel J. Kochenderfer

* 17 pages, 10 figures 

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Vision Transformers for Single Image Dehazing


Apr 08, 2022
Yuda Song, Zhuqing He, Hui Qian, Xin Du


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Multi-Curve Translator for Real-Time High-Resolution Image-to-Image Translation


Mar 15, 2022
Yuda Song, Hui Qian, Xin Du


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Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities


Jan 31, 2022
Xin Du, Benedicte Legastelois, Bhargavi Ganesh, Ajitha Rajan, Hana Chockler, Vaishak Belle, Stuart Anderson, Subramanian Ramamoorthy

* 17 pages, 18 figures 

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DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework


Dec 02, 2021
Chao Zhang, Zhijian Li, Hui Qian, Xin Du


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Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles


Sep 21, 2021
Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy


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