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Randomized Quantization for Data Agnostic Representation Learning


Dec 19, 2022
Huimin Wu, Chenyang Lei, Xiao Sun, Peng-Shuai Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu

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* Technical Report 

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ClipCrop: Conditioned Cropping Driven by Vision-Language Model


Nov 21, 2022
Zhihang Zhong, Mingxi Cheng, Zhirong Wu, Yuhui Yuan, Yinqiang Zheng, Ji Li, Han Hu, Stephen Lin, Yoichi Sato, Imari Sato

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Local Magnification for Data and Feature Augmentation


Nov 15, 2022
Kun He, Chang Liu, Stephen Lin, John E. Hopcroft

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* 10 pages, 7 figures, 7 tables, submitted to a conference of 2023 

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Could Giant Pretrained Image Models Extract Universal Representations?


Nov 03, 2022
Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

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* To be published in NeurIPS2022 

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Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence


Sep 20, 2022
Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin

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* v2 includes supplementary material, while v1 does not 

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Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation


Jul 22, 2022
Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim

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* Code and trained models are available at https://seokju-cho.github.io/VAT/ . This is ECCV'22 camera-ready version, which is revised from arXiv:2112.11685 

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Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance


Jul 20, 2022
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato

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* ECCV2022 

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Extreme Masking for Learning Instance and Distributed Visual Representations


Jun 09, 2022
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin

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* Technical Report 

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Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations


Apr 19, 2022
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

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* 19 pages, project page https://nogu-atsu.github.io/ENARF-GAN/ 

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Region Rebalance for Long-Tailed Semantic Segmentation


Apr 05, 2022
Jiequan Cui, Yuhui Yuan, Zhisheng Zhong, Zhuotao Tian, Han Hu, Stephen Lin, Jiaya Jia

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* Code will be released soon 

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