knowledge-transfer

There are 0 repository under knowledge-transfer topic.

dkozlov / awesome-knowledge-distillation
Awesome Knowledge Distillation
knowledge-distillation knowledge-transfer teacher-student co-training distillation distillation-model model-distillation knowldge-distillation kd model-compression deep-learning
3736
AberHu / Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
kd-methods knowledge-transfer knowledge-distillation kd teacher-student model-compression distillation
Language:Python 1715
clovaai / overhaul-distillation
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
knowledge-distillation knowledge-transfer teacher-student network-compression iccv2019
Language:Python 418
ZixuanKe / PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
continual-learning natural-language-processing catastrophic-forgetting knowledge-transfer capsule-network attention-mechanism text-classification transfer-learning transformer-architecture
Language:Python 317
UIC-Liu-Lab / ContinualLM
An Extensible Continual Learning Framework Focused on Language Models (LMs)
catastrophic-forgetting continual-learning knowledge-transfer language-model domain-adaptive-pretraining transfer-learning transformer-architecture natural-language-processing language-modeling
Language:Python 286
SaeedShurrab / awesome-self-supervised-learning-in-medical-imaging
This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field
self-supervised-learning contrastive-learning pretext-task medical-imaging medical-image-processing research-paper downstream-tasks knowledge-transfer medical-image-dataset
151
ruidan / Aspect-level-sentiment
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
aspect-based-sentiment-analysis knowledge-transfer
Language:Python 148
bhheo / AB_distillation
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
knowledge-distillation knowledge-transfer teacher-student-learning network-compression transfer-learning
Language:Python 105
VainF / Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
knowledge-distillation data-free adversarial model-compression knowledge-transfer dfad
Language:Python 97
Adamdad / KnowledgeFactor
[ECCV2022] Factorizing Knowledge in Neural Networks
knowledge-transfer pytorch knowldge-distillation eccv2022 multitask-learning deep-learning kd distillation
Language:Python 89
zjukg / DUET
[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
cross-modal grounding knowledge-transfer pretrained-language-model pytorch semantic transformer visual-grounding zero-shot-learning
Language:Python 50
sundw2014 / DCM
Knowledge Transfer via Dense Cross-layer Mutual-distillation (ECCV'2020)
cnn deep-learning machine-learning image-classification knowledge-transfer knowledge-distillation
Language:Python 30
Kennethborup / knowledgeDistillation
PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.
deep-learning distillation hinton knowledge knowledge-distillation knowledge-transfer model-compression pytorch student teacher tensorboard tensorboard-pytorch torch zero-shot-learning
Language:Python 28
ZixuanKe / LifelongSentClass
Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification
catastrophic-forgetting continual-learning ecml-pkdd-2020 knowledge-transfer sentiment-classification
Language:Python 25
ZixuanKe / CAT
Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
continual-learning mixed-sequences knowledge-transfer neurips-2020 catastrophic-forgetting
Language:Python 21
IPL-sharif / KD_Survey
A Comprehensive Survey on Knowledge Distillation
knowledge-distillation knowledge-transfer teacher-student deep-learning kd model-compression
20
liugangcode / Data-Centric-Transfer
[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.
graph-learning graph-neural-networks molecular-graph-learning molecule-generation molecule-property-prediction knowledge-transfer
Language:Python 19
herolab-uga / KTBT-Release
KT-BT: A Framework for Knowledge Transfer Through Behavior Trees in Multirobot Systems
behavior-based-robot behavior-tree behavior-trees knowledge-transfer multi-robot-framework multi-robot-systems
Language:ASP.NET 16
BingshuiDa / AdaptiveModel-basedTransfer
Adaptive Model-based Transfer Evolutionary Algorithm
evolutionary-algorithms knowledge-transfer
Language:MATLAB 13
giakoumoglou / distillers
[arXiv 2024] PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073
knowledge-distillation knowledge-transfer pytorch representation-learning
Language:Python 11
Lhtie / Bio-Domain-Transfer
Implementation of NAACL 2024 main conference paper: Named Entity Recognition Under Domain Shift via Metric Learning for Life Science
contrastive-learning information-extraction knowledge-transfer low-resource-nlp named-entity-recognition nltk pytorch transformers-bert biomedical chemical doamin-adaptation few-shot
Language:Python 8
HKU-MedAI / MSL
[TPAMI'2024] Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging
knowledge-transfer multi-modality-imaging multi-sensor-fusion
Language:Python 7
dsmilab / Taiko-Master
:drum: Teach a newbie how to perform better.
taiko-no-tatsujin human-activity-recognition signal-processing knowledge-transfer agent
Language:Jupyter Notebook 5
prakashchhipa / Functional_Knowledge_Transfer_SSL
Functional Knowledge Transfer with Self-supervised Representation Learning (ICIP 2023)
aptos cifar computer-vision icip-2023 intel-image-dataset joint-optimization knowledge-transfer representation-learning research-paper self-supervised-learning simclr
Language:Python 4
Austin-Gabriel / AAAI_Conference_GIS_ViT_CNN
A novel knowledge-guided machine learning (KGML) framework where Geographic Information Systems (GIS) and Remote Sensing (RS) provide structured knowledge guidance to enhance deep learning models for power plant detection.
artificial-intelligence clean-energy computer-vision knowledge-transfer
Language:Jupyter Notebook 3
GitYiheng / Learning_in_Growing_Robots
Learning in Growing Robots: Knowledge Transfer from Tadpole to Frog Robot
biomimetics robotics reinforcement-learning transfer-learning curriculum-learning continual-learning knowledge-transfer morphological-computation
3
wiberlin / knowledge-hypercube-prototype
The Weizenbaum Institut „Knowledge Tool“ supports interdisciplinary debates by providing a workshop methodology based on predefined instructions and prefabricated workshop materials with the aim to structure and record multi-perspective exploration and analysis.
workshop-materials knowledge-transfer offline-capable educational-game
3
ardaerendogru / dinov2_distillation
This project implements knowledge distillation from DINOv2 (Vision Transformer) to convolutional networks, enabling efficient visual representation learning with reduced computational requirements.
dinov2 knowledge-distillation distillation kd kd-methods knowledge-transfer model-compression teacher-student
Language:Python 2
cshaowang / lnb
Lifelong Naive Bayes
knowledge-transfer lifelong-learning sentiment-classification
Language:Java 2
Adamantios / Knowledge-Transfer
Multiple methods' implementations to transfer the knowledge between Neural Networks and save/plot/compare the results.
neural-networks deep-neural-networks machine-learning deep-learning knowledge-transfer knowledge-distillation uste comparison probabilistic-knowledge-transfer
Language:Python 1
Alex-tru / CSSseminar
"Knowledge transfer in StackOverflow", a CSS seminar project by TUM students
computational-social-science knowledge-transfer
Language:Jupyter Notebook 1
CaterinaBi / health-communication-paper2
Bonan & Samo. January 2023. Paper on cross-linguistic bias in health-related content in Transformer-based language models.
transformers health-communication bias-detection knowledge-transfer large-language-models nlp
Language:TeX 1
yaobinwen / document-shredded
Promote documentation best practices
knowledge-transfer knowledge-sharing knowledge-share best-practices documentation
1
Benja-Boi / DNN-Localization_RNN-TextGen
🧠 A DNN that uses knowledge transfer to perform localization and an RNN that studies and generates texts, built for a university Deep Learning course
deep-learning deep-neural-networks dnn knowledge-transfer localization python pytorch recurrent-neural-networks rnn textgeneration
Language:Jupyter Notebook 0
brenobattaglin / kt-sessions
Knowledge transfer sessions I've presented.
kt knowledge-transfer presentation tech-talk
0
mail4hafij / python_image_classification
The idea is to use pretrained deep learning algorithms such as mobilenet to predict objects in a image.
mobilenetv2 deep-learning neural-network image-classification object-detection knowledge-transfer transfer-learning opencv-python
Language:Python

knowledge-transfer

dkozlov / awesome-knowledge-distillation

AberHu / Knowledge-Distillation-Zoo

clovaai / overhaul-distillation

ZixuanKe / PyContinual

UIC-Liu-Lab / ContinualLM

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

ruidan / Aspect-level-sentiment

bhheo / AB_distillation

VainF / Data-Free-Adversarial-Distillation

Adamdad / KnowledgeFactor

zjukg / DUET

sundw2014 / DCM

Kennethborup / knowledgeDistillation

ZixuanKe / LifelongSentClass

ZixuanKe / CAT

IPL-sharif / KD_Survey

liugangcode / Data-Centric-Transfer

herolab-uga / KTBT-Release

BingshuiDa / AdaptiveModel-basedTransfer

giakoumoglou / distillers

Lhtie / Bio-Domain-Transfer

HKU-MedAI / MSL

dsmilab / Taiko-Master

prakashchhipa / Functional_Knowledge_Transfer_SSL

Austin-Gabriel / AAAI_Conference_GIS_ViT_CNN

GitYiheng / Learning_in_Growing_Robots

wiberlin / knowledge-hypercube-prototype

ardaerendogru / dinov2_distillation

cshaowang / lnb

Adamantios / Knowledge-Transfer

Alex-tru / CSSseminar

CaterinaBi / health-communication-paper2

yaobinwen / document-shredded

Benja-Boi / DNN-Localization_RNN-TextGen

brenobattaglin / kt-sessions

mail4hafij / python_image_classification