GitHub topics: knowledge-transfer
fullscreen-triangle/purpose
Advanced python framework for creating domain-specific language models
Language: Python - Size: 2.07 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0
dkozlov/awesome-knowledge-distillation
Awesome Knowledge Distillation
Size: 215 KB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 3,730 - Forks: 511
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
Size: 1.57 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 157 - Forks: 15
ardaerendogru/dinov2_distillation
This project implements knowledge distillation from DINOv2 (Vision Transformer) to convolutional networks, enabling efficient visual representation learning with reduced computational requirements.
Language: Python - Size: 92.8 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0
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.
Language: Python - Size: 1.16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 20 - Forks: 2
clovaai/overhaul-distillation
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
Language: Python - Size: 70.3 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 418 - Forks: 75
viktor-shcherb/vive_la_ner
The default way to fine-tune BERT is wrong. Here is why
Language: Jupyter Notebook - Size: 107 KB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0
ZixuanKe/PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
Language: Python - Size: 3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 65
UIC-Liu-Lab/ContinualLM
An Extensible Continual Learning Framework Focused on Language Models (LMs)
Language: Python - Size: 696 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 272 - Forks: 21
giakoumoglou/distillers
[arXiv 2024] PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073
Language: Python - Size: 275 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 11 - Forks: 0
VainF/Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
Language: Python - Size: 1.53 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 96 - Forks: 18
IPL-sharif/KD_Survey
A Comprehensive Survey on Knowledge Distillation
Size: 877 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0
HKU-MedAI/MSL
[TPAMI'2024] Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging
Language: Python - Size: 618 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 1
bhheo/AB_distillation
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
Language: Python - Size: 15 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 104 - Forks: 19
Adamdad/KnowledgeFactor
[ECCV2022] Factorizing Knowledge in Neural Networks
Language: Python - Size: 781 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 89 - Forks: 5
herolab-uga/KTBT-Release
KT-BT: A Framework for Knowledge Transfer Through Behavior Trees in Multirobot Systems
Language: ASP.NET - Size: 110 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 1
Lhtie/Bio-Domain-Transfer
Implementation of NAACL 2024 main conference paper: Named Entity Recognition Under Domain Shift via Metric Learning for Life Science
Language: Python - Size: 19.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0
AberHu/Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1,526 - Forks: 261
Adamantios/Knowledge-Transfer
Multiple methods' implementations to transfer the knowledge between Neural Networks and save/plot/compare the results.
Language: Python - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
zjukg/DUET
[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Language: Python - Size: 7.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 8
ruidan/Aspect-level-sentiment
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
Language: Python - Size: 26.5 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 148 - Forks: 32
dsmilab/Taiko-Master
:drum: Teach a newbie how to perform better.
Language: Jupyter Notebook - Size: 661 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2
CaterinaBi/health-communication-paper2
Bonan & Samo. January 2023. Paper on cross-linguistic bias in health-related content in Transformer-based language models.
Language: TeX - Size: 430 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
brenobattaglin/kt-sessions
Knowledge transfer sessions I've presented.
Size: 3.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
ZixuanKe/LifelongSentClass
Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification
Language: Python - Size: 27.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 8
GitYiheng/Learning_in_Growing_Robots
Learning in Growing Robots: Knowledge Transfer from Tadpole to Frog Robot
Size: 72.7 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 0
yaobinwen/document-shredded
Promote documentation best practices
Size: 72.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
cshaowang/lnb
Lifelong Naive Bayes
Language: Java - Size: 84.2 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0
Kennethborup/knowledgeDistillation
PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.
Language: Python - Size: 424 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 6
ZixuanKe/CAT
Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
Language: Python - Size: 10.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 4
sundw2014/DCM
Knowledge Transfer via Dense Cross-layer Mutual-distillation (ECCV'2020)
Language: Python - Size: 118 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 28 - Forks: 4
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
Language: Jupyter Notebook - Size: 76.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
mail4hafij/python_image_classification
The idea is to use pretrained deep learning algorithms such as mobilenet to predict objects in a image.
Language: Python - Size: 19.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
sbmkvp/ktp_data_collection
Source code for KTP project on networks in project management.
Language: JavaScript - Size: 820 KB - Last synced at: about 2 years ago - Pushed at: over 11 years ago - Stars: 0 - Forks: 0
Alex-tru/CSSseminar
"Knowledge transfer in StackOverflow", a CSS seminar project by TUM students
Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1
accountdeactivated/jet-code-learn
This contains all of the experience of JET as a programmer from beginner to advance.
Size: 1000 Bytes - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
