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9 search results found

Knowledge Distillation Zoo ⭐ 804

Pytorch implementation of various Knowledge Distillation (KD) methods.

Filter Pruning Geometric Median ⭐ 489

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

Model_compression ⭐ 315

Implementation of model compression with knowledge distilling method.

Pruning Filter In Filter ⭐ 161

Pruning Filter in Filter(NeurIPS2020)

Data Free Adversarial Distillation ⭐ 44

Code and pretrained models for paper: Data-Free Adversarial Distillation

Regularization Pruning ⭐ 28

[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"

Learnable Embedding Space for Efficient Neural Architecture Compression

Micronet_osi Ai ⭐ 15

(NeurIPS-2019 MicroNet Challenge - 3rd Winner) Open source code for "SIPA: A simple framework for efficient networks"

Ternarized_neural_network ⭐ 6

Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy

The official implementation of LumiNet: The Bright Side of Perceptual Knowledge Distillation https://arxiv.org/abs/2310.03669

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