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Minghai Qin

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Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting

Mar 15, 2023
Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma

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DISCO: Distributed Inference with Sparse Communications

Feb 22, 2023
Minghai Qin, Chao Sun, Jaco Hofmann, Dejan Vucinic

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All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management

Dec 09, 2022
Yifan Gong, Zheng Zhan, Pu Zhao, Yushu Wu, Chao Wu, Caiwen Ding, Weiwen Jiang, Minghai Qin, Yanzhi Wang

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Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors

Nov 22, 2022
Sizhe Chen, Geng Yuan, Xinwen Cheng, Yifan Gong, Minghai Qin, Yanzhi Wang, Xiaolin Huang

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Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training

Nov 19, 2022
Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

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The Lottery Ticket Hypothesis for Vision Transformers

Nov 02, 2022
Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang

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Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution

Jul 25, 2022
Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang

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CHEX: CHannel EXploration for CNN Model Compression

Mar 29, 2022
Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung

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SPViT: Enabling Faster Vision Transformers via Soft Token Pruning

Dec 27, 2021
Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang

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Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting

Dec 21, 2021
Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie

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