knowledge-transfer

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

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

UpdatedAug 1, 2024

ruidan /Aspect-level-sentiment

Star148

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

knowledge-transfer aspect-based-sentiment-analysis

UpdatedJun 22, 2018
Python

bhheo /AB_distillation

Star104

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

transfer-learning knowledge-distillation knowledge-transfer network-compression teacher-student-learning

UpdatedSep 9, 2019
Python

VainF /Data-Free-Adversarial-Distillation

Star95

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

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

UpdatedNov 28, 2022
Python

Adamdad /KnowledgeFactor

Star89

[ECCV2022] Factorizing Knowledge in Neural Networks

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

UpdatedSep 12, 2022
Python

zjukg /DUET

Star49

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

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

UpdatedFeb 9, 2024
Python

sundw2014 /DCM

Star30

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

machine-learning deep-learning cnn image-classification knowledge-distillation knowledge-transfer

UpdatedAug 19, 2020
Python

Kennethborup /knowledgeDistillation

Star28

PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.

deep-learning knowledge torch pytorch student tensorboard knowledge-distillation teacher hinton zero-shot-learning knowledge-transfer model-compression distillation tensorboard-pytorch

UpdatedDec 18, 2020
Python

ZixuanKe /LifelongSentClass

Star25

Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification

sentiment-classification knowledge-transfer continual-learning catastrophic-forgetting ecml-pkdd-2020

UpdatedNov 19, 2021
Python

ZixuanKe /CAT

Star21

Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks

knowledge-transfer continual-learning catastrophic-forgetting neurips-2020 mixed-sequences

UpdatedOct 24, 2022
Python

liugangcode /Data-Centric-Transfer

Star19

[NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framework with diffusion model on graphs.

knowledge-transfer graph-learning graph-neural-networks molecule-generation molecular-graph-learning molecule-property-prediction