Jialin Liu

Jialin Liu

Alibaba Group - Sunnyvale / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4403531
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person_outline Jialin Liu's MOST POPULAR ARTICLES
1-) Plug-and-play methods provably converge with properly trained denoisersE Ryu, J Liu, S Wang, X Chen, Z Wang, W YinInternational Conference on Machine Learning, 5546-5557, 20192462019
2-) Theoretical linear convergence of unfolded ISTA and its practical weights and thresholdsX Chen, J Liu, Z Wang, W YinAdvances in Neural Information Processing Systems 31, 20182052018
3-) Learning to optimize: A primer and a benchmarkT Chen, X Chen, W Chen, H Heaton, J Liu, Z Wang, W YinJournal of Machine Learning Research 23 (189), 1-59, 20221992022
4-) ALISTA: Analytic weights are as good as learned weights in LISTAJ Liu, X ChenInternational Conference on Learning Representations (ICLR), 20192192019
5-) Learning convolutional sparse coding on complex domain for interferometric phase restorationJ Kang, D Hong, J Liu, G Baier, N Yokoya, B DemirIEEE transactions on neural networks and learning systems 32 (2), 826-840, 2020692020