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knowldge-distillation

Here are 9 public repositories matching this topic...

dkozlov / awesome-knowledge-distillation

Awesome Knowledge Distillation

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

Updated May 25, 2026

FLHonker / Awesome-Knowledge-Distillation

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

deep-learning transfer-learning model-compression distillation kd knowldge-distillation

Updated May 30, 2023

Adamdad / KnowledgeFactor

[ECCV2022] Factorizing Knowledge in Neural Networks

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

Updated Sep 12, 2022
Python

Shawn-Guo-CN / Multiple-Generation-Based-Knowledge-Distillation

Multiple Generation Based Knowledge Distillation: A Roadmap

machine-learning natural-language-processing label-smoothing pseudo-label reinfrocement-learning knowldge-distillation multi-generation

Updated Oct 31, 2021

Khsaadi / learn-from-one-specialized-sub-teacher

Official implementation of "Learn From One Specialized Sub-Teacher: One-to-One Mapping for Feature-Based Knowledge Distillation" accepted in EMNLP-Findings 2023

nlp glue knowldge-distillation emnlp2023

Updated Apr 9, 2024
Python

albrzykowski / onto

Automatically build and incrementally update LinkML ontologies (T-Box + A-Box) from TXT, Markdown, PDF, and DOCX documents using LLMs from multiple providers, with multi-format export and provenance tracking.

ontology knowledge-graph knowledge-base knowledge-management knowldge-distillation

Updated Oct 2, 2026
Python

umutonuryasar / kd-cifar10

Systematic ablation of Logit-KD vs Feature-KD on CIFAR-10: ResNet-50 → ResNet-18 compression with 12-configuration hyperparameter sweep.

deep-learning pytorch resnet cifar10 model-compression knowldge-distillation ablation-study

Updated Jun 1, 2026
Jupyter Notebook

Junxiao-Zhao / Distillation_Decision_Tree

Code Reproduction of the essay Distillation Decision Tree

python machine-learning reproduction decision-tree knowldge-distillation distillation-model

Updated Jul 13, 2022
Python

Shubham-102 / HAR-Deep-Learning

Multi-modal deep learning for Human Activity Recognition 7 architectures, SHAP explainability, robustness analysis · PyTorch

deep-learning pytorch human-activity-recognition multimodel shap knowldge-distillation

Updated Jun 16, 2026
Python

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