Projects

Benchmarking Adaptive Methods for SGD
Spring 2023, Final project of DATS-SHU 236 Math Foundation of DS and ML (Shuyang Ling)
Xinhao Liu
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Mask-aware Face Recognition: An Implicit Approach
Fall 2022, Data Science Capstone (Li Guo)
Xinhao Liu, Zihan Shao
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Understanding State-of-the-Art Off-Policy Control
Fall 2022, Final project of CSCI-SHU 375 Reinforcement Learning (Keith Ross)
Xinhao Liu
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Self-supervised Learning for Object Detection
Spring 2021, Final competition (rank 4/21) of CSCI-GA 2572 Deep Learning (Yann Lecun, Alfredo Canziani)
Xinhao Liu, Haresh Rengaraj R, Zecheng Wang
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