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Siyu Qi

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A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification

Oct 30, 2023
Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding

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UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data

Aug 10, 2023
Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding

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End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification

Aug 10, 2023
Siyu Qi, Lahiru D. Chamain, Zhi Ding

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Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images

Mar 24, 2021
Hui-Ying Siao, Siyu Qi, Zhi Ding, Chia-Yu Lin, Yu-Chiang Hsieh, Tse-Ming Chen

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