Peisong Wang, Xiangyu He, Qiang Chen, Anda Cheng, Qingshan Liu, Jian Cheng. Unsupervised Network Quantization via Fixed-point Factorization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol.32, No.6, pp.2706-2720, 2021.
Ke Cheng, Yifan Zhang, Xiangyu He, Jian Cheng, Hanqing Lu. Extremely Lightweight Skeleton-Based Action Recognition With ShiftGCN++. IEEE Transactions on Image Processing (TIP), Vol.30, pp. 7333-7348, 2021.
Qiang Chen, Anda Cheng, Xiangyu He, Peisong wang, Jian Cheng. SpatialFlow: Bridging All Tasks for Panoptic Segmentation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)，Vol.31, No.6, pp.2288-2300, 2021. [code]
Weihan Chen, Peisong Wang, Jian Cheng. Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization. ICCV 2021.
Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu. AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition. ICCV 2021.
Zejian Liu, Fanrong Li, Gang Li, Jian Cheng. EBERT: Efficient BERT Inference with Dynamic Structured Pruning. Findings of ACL 2021.
Zejian Liu, Gang Li, Jian Cheng. Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing. DATE 2021 (Best paper candidate)
Qiang Chen, Yingming Wang, Tong Yang, Xiangyu Zhang, Jian Cheng, Jian Sun. You Only Look One-level Feature. CVPR 2021. [code]
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