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Sub-cluster-aware Network for Few-shot Skin Disease Classification


Jul 03, 2022
Shuhan LI, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng


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InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation


Jun 30, 2022
Yi Lin, Zeyu Wang, Kwang-Ting Cheng, Hao Chen

* Accepted by MICCAI 2022 (early accepted) 

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The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning


Jun 29, 2022
Xian Lin, Li Yu, Kwang-Ting Cheng, Zengqiang Yan

* submitted to IEEE Transactions on Medical Imaging 

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C2FTrans: Coarse-to-Fine Transformers for Medical Image Segmentation


Jun 29, 2022
Xian Lin, Zengqiang Yan, Li Yu, Kwang-Ting Cheng

* submitted to IEEE Transactions on Medical Imaging 

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FedRare: Federated Learning with Intra- and Inter-Client Contrast for Effective Rare Disease Classification


Jun 28, 2022
Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan


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SDQ: Stochastic Differentiable Quantization with Mixed Precision


Jun 17, 2022
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng

* ICML 2022 

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Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays


Jun 09, 2022
Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng

* Early Accepted to MICCAI 2022 

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FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation


May 04, 2022
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng


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Stereo Neural Vernier Caliper


Mar 26, 2022
Shichao Li, Zechun Liu, Zhiqiang Shen, Kwang-Ting Cheng

* AAAI 2022 camera-ready version 

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