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1. VITA-Group/ALISTA VITA-Group/ALISTA Public

   [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

   Python 79 23

2. uclaopt/Provable_Plug_and_Play uclaopt/Provable_Plug_and_Play Public

   [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

   Python 73 18

3. VITA-Group/LISTA-CPSS VITA-Group/LISTA-CPSS Public

   [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.

   Python 65 22

4. VITA-Group/Orthogonality-in-CNNs VITA-Group/Orthogonality-in-CNNs Public

   [NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.

   Python 132 28