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18 search results found

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

Awesome Ai Infrastructures ⭐ 171

Infrastructures™ for Machine Learning Training/Inference in Production.

Microexpnet ⭐ 118

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

Aquvitae ⭐ 88

Knowledge Distillation Toolkit

Ml Doctor ⭐ 74

Code for ML Doctor

Knowledge_evolution ⭐ 67

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Okddip Aaai2020 ⭐ 50

This is a PyTorch-1.0 implementation for the AAAI-2020 paper (Online Knowledge Distillation with Diverse Peers).

Refilled ⭐ 47

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

This is the official implementation for the AAAI-2021 paper (Cross-Layer Distillation with Semantic Calibration).

Cv_dl_gather ⭐ 42

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

Awesome Nlp References ⭐ 25

A curated list of resources dedicated to Knowledge Distillation, Recommendation System, especially Natural Language Processing (NLP).

AI book for everyone

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

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

IJCAI 2021, "Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation"

This is the code of NeurIPS'21 paper "Towards Enabling Meta-Learning from Target Models".

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