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One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluation


Sep 20, 2022
Han Hu, Xingwu Zhu, Fuhui Zhou, Wei Wu, Rose Qingyang Hu, Hongbo Zhu

* 5 pages, 6 figures, published to CL 

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Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition


Sep 07, 2022
Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao


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Leveraging GAN Priors for Few-Shot Part Segmentation


Jul 27, 2022
Mengya Han, Heliang Zheng, Chaoyue Wang, Yong Luo, Han Hu, Bo Du


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DETRs with Hybrid Matching


Jul 26, 2022
Ding Jia, Yuhui Yuan, Haodi He, Xiaopei Wu, Haojun Yu, Weihong Lin, Lei Sun, Chao Zhang, Han Hu

* Technical report. Code will be available at: https://github.com/HDETR 

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Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning


Jul 26, 2022
Phung Lai, Han Hu, NhatHai Phan, Ruoming Jin, My T. Thai, An M. Chen


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On Data Scaling in Masked Image Modeling


Jun 09, 2022
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Yixuan Wei, Qi Dai, Han Hu


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Tutel: Adaptive Mixture-of-Experts at Scale


Jun 07, 2022
Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong


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Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation


May 27, 2022
Yixuan Wei, Han Hu, Zhenda Xie, Zheng Zhang, Yue Cao, Jianmin Bao, Dong Chen, Baining Guo


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Revealing the Dark Secrets of Masked Image Modeling


May 27, 2022
Zhenda Xie, Zigang Geng, Jingcheng Hu, Zheng Zhang, Han Hu, Yue Cao


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Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning


May 24, 2022
Zhiwei Hao, Guanyu Xu, Yong Luo, Han Hu, Jianping An, Shiwen Mao


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