cnn-compression

There are 5 repositories under cnn-compression topic.

  • ivclab/NeuralMerger

    Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen, "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage," International Joint Conference on Artificial Intelligence (IJCAI), 2018

    Language:Python20613

  • TaehyeonKim-pyomu/CNN_compression_rank_selection_BayesOpt

    Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access

    Language:Python14224

  • K0EKJE/CNN_compression_with_Tensor_Decomposition

    Research in compressing convolutional layers of CNN with tensor decomposition

    Language:Python10120

  • arassadin/cnn-compression

    Compressing deep convolutional neural networks in visual emotion recognition / A.G. Rassadin, A.V. Savchenko

    Language:Lua5202

  • memgonzales/mirror-segmentation

    Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression

    Language:Python2310