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Search results for image classification knowledge distillation

image-classification x

knowledge-distillation x

15 search results found

Paddleclas ⭐ 5,161

A treasure chest for visual classification and recognition powered by PaddlePaddle

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

'NKD and USKD' (ICCV 2023) and 'ViTKD'

Masked Generative Distillation (ECCV 2022)

Refilled ⭐ 47

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

Bss_distillation ⭐ 45

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)

Code for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?" (https://arxiv.org/abs/2305.12954)

Funmatch Distillation ⭐ 38

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

Head Network Distillation ⭐ 27

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

Supervised Compression ⭐ 21

[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"

Sc2 Benchmark ⭐ 18

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

Decoupled Kullback-Leibler Divergence Loss (DKL)

Knowledge Transfer via Dense Cross-layer Mutual-distillation (ECCV'2020)

DA2Lite is an automated model compression toolkit for PyTorch.

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