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483

3.3k

apache-2.0

114

Awesome Knowledge Distillation

kd co-training distillation deep-learning teacher-student model-compression distillation-model knowledge-transfer model-distillation knowldge-distillation knowledge-distillation

Created 2017-02-28

148 commits to master branch, last one 8 days ago

Knowledge-Distillation-Zoo AberHu

262

1.5k

unknown

23

Pytorch implementation of various Knowledge Distillation (KD) methods.

kd kd-methods distillation teacher-student model-compression knowledge-transfer knowledge-distillation

Created 2019-02-15

65 commits to master branch, last one 2 years ago

PyContinual ZixuanKe

61

282

unknown

7

PyContinual (An Easy and Extendible Framework for Continual Learning)

capsule-network transfer-learning continual-learning knowledge-transfer attention-mechanism text-classification catastrophic-forgetting transformer-architecture natural-language-processing

Created 2021-06-04

27 commits to main branch, last one 4 months ago

ContinualLM UIC-Liu-Lab

16

220

unknown

10

An Extensible Continual Learning Framework Focused on Language Models (LMs)

language-model language-modeling transfer-learning continual-learning knowledge-transfer catastrophic-forgetting transformer-architecture domain-adaptive-pretraining natural-language-processing

Created 2023-02-12

10 commits to main branch, last one 4 months ago

awesome-self-supervised-learning-in-medical-imaging SaeedShurrab

13

135

unknown

3

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

pretext-task research-paper medical-imaging downstream-tasks knowledge-transfer contrastive-learning medical-image-dataset medical-image-processing self-supervised-learning

Created 2021-07-02

44 commits to master branch, last one about a year ago

Data-Free-Adversarial-Distillation VainF

18

95

unknown

3

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

dfad data-free adversarial model-compression knowledge-transfer knowledge-distillation

Created 2019-12-26

38 commits to master branch, last one 3 years ago

KnowledgeFactor Adamdad

5

80

apache-2.0

2

[ECCV2022] Factorizing Knowledge in Neural Networks

kd pytorch eccv2022 distillation deep-learning knowledge-transfer multitask-learning knowldge-distillation

Created 2022-06-27

91 commits to main branch, last one about a year ago

DUET zjukg

8

41

mit

4

[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

pytorch semantic grounding cross-modal transformer visual-grounding knowledge-transfer zero-shot-learning pretrained-language-model

Created 2022-11-27

48 commits to main branch, last one 3 months ago