dl-kd Goto Github PK

adaad

Code for the paper Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation (CVPR 2023).

awesome-dataset-distillation

Awesome Dataset Distillation Papers

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-knowledge-distillation-1

Awesome Knowledge Distillation

cirkd

[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.

cls_kd

'Rethinking Knowledge Distillation via Cross-Entropy' and 'ViTKD: Practical Guidelines for ViT Feature Knowledge Distillation'

cmi

[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation

codes-for-pvkd

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation (CVPR 2022)

crosskd

CrossKD: Cross-Head Knowledge Distillation for Dense Object Detection

ctkd

Official pytorch implementation for "Curriculum Temperature for Knowledge Distillation" (AAAI 2023) https://arxiv.org/abs/2211.16231

datasetfactorization

PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.

datm

ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching

denseteacher

DenseTeacher: Dense Pseudo-Label for Semi-supervised Object Detection

dist_kd

Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022

dlb-pytorch

A minimalist unofficial implementation of "Self-Distillation from the Last Mini-Batch for Consistency Regularization"

dm-kd

Official pytorch implementation for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?"

dna

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

feature-distillation

fgd

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

fkd

Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

frskd

Official implementation for (Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation, CVPR-2021)

global-local-self-distillation

This repo contains the code for the WACV 2023 paper Global-Local Self-Distillation for Visual Representation Learning.

good-da-in-kd

[NeurIPS'22] What Makes a "Good" Data Augmentation in Knowledge Distillation -- A Statistical Perspective

iclrmcmi

Official implementation of Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

knowledge-distillation-for-super-resolution

ICIP 2020, FAKD: Feature-Affinity Based Knowledge Distillation for Efficient Image Super-Resolution

knowledge-distillation-papers

knowledge distillation papers

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

knowledge-distillation-toolkit

A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.