Guang000 / Awesome-Dataset-Distillation
A curated list of awesome papers on dataset distillation and related applications.
☆1,436Updated this week
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Dataset-Distillation
- Dataset Condensation (ICLR21 and ICML21)☆485Updated 11 months ago
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆401Updated 4 months ago
- A curated list of prompt-based paper in computer vision and vision-language learning.☆897Updated 11 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,222Updated last year
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆1,782Updated 6 months ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆758Updated last week
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,044Updated last year
- Open-source code for paper "Dataset Distillation"☆778Updated 2 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆807Updated last year
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,362Updated 2 months ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆503Updated last year
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆782Updated 4 months ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,299Updated last year
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆466Updated 4 months ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆391Updated last month
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,229Updated 2 months ago
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆673Updated last year
- An up-to-date list of works on Multi-Task Learning☆299Updated this week
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆676Updated 2 weeks ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,619Updated 2 years ago
- A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''☆1,203Updated 8 months ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, I…☆1,393Updated last month
- A PyTorch Library for Multi-Task Learning☆2,054Updated last month
- 关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记☆1,175Updated 11 months ago
- DomainBed is a suite to test domain generalization algorithms☆1,412Updated 3 months ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆629Updated 3 weeks ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,500Updated last year
- CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!☆1,510Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,198Updated last year
- Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).☆1,137Updated 4 months ago