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11 search results found

Sparse Optimisation Research Code

Scientific Computational Imaging COde

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software

[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Cae Admm ⭐ 25

CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

Ldpc_decoders ⭐ 22

Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

ADMM based Scalable Machine Learning on Spark

Admm Diptv ⭐ 17

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

Pytorch Admm Pruning ⭐ 12

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

Deblatting_python ⭐ 11

[IJCV 2021] Python implementation of deblatting

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