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P3DC-Shot: Prior-Driven Discrete Data Calibration for Nearest-Neighbor Few-Shot Classification


Jan 02, 2023
Shuangmei Wang, Rui Ma, Tieru Wu, Yang Cao

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Shape-Aware Fine-Grained Classification of Erythroid Cells


Dec 28, 2022
Ye Wang, Rui Ma, Xiaoqing Ma, Honghua Cui, Yubin Xiao, Xuan Wu, You Zhou

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Towards Blind Watermarking: Combining Invertible and Non-invertible Mechanisms


Dec 24, 2022
Rui Ma, Mengxi Guo, Yi Hou, Fan Yang, Yuan Li, Huizhu Jia, Xiaodong Xie

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* 9 pages, 9 figures, 5 tables 

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Realization Scheme for Visual Cryptography with Computer-generated Holograms


Dec 10, 2022
Tao Yu, Jinge Ma, Guilin Li, Dongyu Yang, Rui Ma, Yishi Shi

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* International Workshop on Holography and related technologies (IWH) 2018 

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Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment


Sep 15, 2022
Rui Ma, Qingbo Wu, King N. Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

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CAEN: A Hierarchically Attentive Evolution Network for Item-Attribute-Change-Aware Recommendation in the Growing E-commerce Environment


Aug 29, 2022
Rui Ma, Ning Liu, Jingsong Yuan, Huafeng Yang, Jiandong Zhang

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* 10 pages, Accepted by RecSys 2022 

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FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs


Jun 17, 2022
Hui Li, Zihao Li, Rui Ma, Tieru Wu

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* Accepted by ICPR 2022 and also accepted by CVPR 2022 Explainable Artificial Intelligence for Computer Vision (XAI4CV) Workshop 

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Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization


Apr 27, 2022
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma

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* 7 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2202.13185 

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FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems


Apr 22, 2022
Rui Ma, Evangelos Georganas, Alexander Heinecke, Andrew Boutros, Eriko Nurvitadhi

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* 5 pages, 4 figures 

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Practical Learned Lossless JPEG Recompression with Multi-Level Cross-Channel Entropy Model in the DCT Domain


Mar 30, 2022
Lina Guo, Xinjie Shi, Dailan He, Yuanyuan Wang, Rui Ma, Hongwei Qin, Yan Wang

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* CVPR 2022 

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