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Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
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Created
2018-04-24
643 commits to master branch, last one about a year ago
Awesome Knowledge Distillation
Created
2017-02-28
172 commits to master branch, last one 19 days ago
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Created
2019-10-17
349 commits to main branch, last one 2 years ago
Pytorch implementation of various Knowledge Distillation (KD) methods.
Created
2019-02-15
65 commits to master branch, last one 3 years ago
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
icarl
replay
distillation
deep-learning
generative-models
lifelong-learning
continual-learning
incremental-learning
replay-through-feedback
variational-autoencoder
gradient-episodic-memory
task-incremental-learning
artificial-neural-networks
class-incremental-learning
domain-incremental-learning
elastic-weight-consolidation
Created
2018-09-26
49 commits to master branch, last one 13 days ago
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
Created
2022-08-16
185 commits to main branch, last one 3 days ago
A PyTorch-based knowledge distillation toolkit for natural language processing
Created
2020-02-25
147 commits to master branch, last one about a year ago
PaddleSlim is an open-source library for deep model compression and architecture search.
Created
2019-12-16
1,246 commits to develop branch, last one 3 months ago
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
Created
2022-04-27
19 commits to main branch, last one 2 years ago
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
Created
2020-09-07
17 commits to master branch, last one 3 years ago
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
Created
2020-08-25
25 commits to master branch, last one 3 years ago
Prompt engineering for developers
Created
2023-10-16
151 commits to master branch, last one about a year ago
Segmind Distilled diffusion
Created
2023-07-21
73 commits to master branch, last one about a year ago
⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025 Oral)
Created
2024-06-04
12 commits to main branch, last one 19 days ago
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
Created
2020-03-19
190 commits to main branch, last one about a year ago
irresponsible innovation. Try now at https://chat.dev/
Created
2023-05-19
503 commits to main branch, last one 10 months ago
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
Created
2022-05-25
1,097 commits to main branch, last one 3 days ago
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Created
2020-11-24
48 commits to main branch, last one about a year ago
(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.
Created
2022-02-14
8 commits to main branch, last one 2 years ago
A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ECCV'24]
Created
2023-07-18
67 commits to main branch, last one 8 months ago
Papers and Book to look at when starting AGI 📚
Created
2019-12-10
304 commits to master branch, last one 6 months ago
The Official Repo for "Quick Start Guide to Large Language Models"
Created
2023-06-08
49 commits to main branch, last one 6 days ago
Insightface Keras implementation
Created
2019-12-21
347 commits to master branch, last one 10 months ago
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
replay
split-mnist
distillation
deep-learning
brain-inspired
permuted-mnist
split-cifar100
internal-replay
generative-replay
lifelong-learning
continual-learning
incremental-learning
synaptic-intelligence
replay-through-feedback
variational-autoencoder
artificial-neural-networks
elastic-weight-consolidation
Created
2020-08-04
10 commits to master branch, last one 3 years ago
Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。
Created
2020-05-19
33 commits to master branch, last one 2 years ago
Yolov5 distillation training | Yolov5知识蒸馏训练，支持训练自己的数据
Created
2021-05-07
95 commits to main branch, last one 3 years ago
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
Created
2019-01-08
2,716 commits to master branch, last one a day ago
[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis
Created
2022-03-09
6 commits to main branch, last one about a year ago
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
Created
2019-11-23
106 commits to master branch, last one 3 years ago
Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
Created
2021-12-03
28 commits to main branch, last one 11 months ago