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Benchmarking Validation Methods for Unsupervised Domain Adaptation


Aug 15, 2022
Kevin Musgrave, Serge Belongie, Ser-Nam Lim


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HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions


Aug 09, 2022
Yongming Rao, Wenliang Zhao, Yansong Tang, Jie Zhou, Ser-Nam Lim, Jiwen Lu

* project page: https://hornet.ivg-research.xyz 

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Sample-dependent Adaptive Temperature Scaling for Improved Calibration


Jul 22, 2022
Tom Joy, Francesco Pinto, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania


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RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness


Jun 29, 2022
Francesco Pinto, Harry Yang, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania

* 22 pages, 18 figures 

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Spartan: Differentiable Sparsity via Regularized Transportation


May 27, 2022
Kai Sheng Tai, Taipeng Tian, Ser-Nam Lim


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VRAG: Region Attention Graphs for Content-Based Video Retrieval


May 18, 2022
Kennard Ng, Ser-Nam Lim, Gim Hee Lee


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ObjectFormer for Image Manipulation Detection and Localization


Mar 29, 2022
Junke Wang, Zuxuan Wu, Jingjing Chen, Xintong Han, Abhinav Shrivastava, Ser-Nam Lim, Yu-Gang Jiang

* accepted by CVPR 2022 

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Visual Prompt Tuning


Mar 23, 2022
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim

* Tech report 

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