WeiHongLee / Awesome-Multi-Task-Learning
An up-to-date list of works on Multi-Task Learning
☆321Updated last month
Alternatives and similar repositories for Awesome-Multi-Task-Learning:
Users that are interested in Awesome-Multi-Task-Learning are comparing it to the libraries listed below
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆707Updated 3 weeks ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆393Updated 3 months ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆209Updated 8 months ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆476Updated 6 months ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆132Updated last year
- A list of papers, codes and applications on multi-task learning.☆61Updated 2 months ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆635Updated 2 months ago
- A list of multi-task learning papers and projects.☆369Updated 2 years ago
- Reading list for research topics in Masked Image Modeling☆332Updated last month
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆520Updated last month
- This repository periodicly updates the MTL paper and resources☆47Updated 8 months ago
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆44Updated last year
- Low rank adaptation for Vision Transformer☆373Updated 10 months ago
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,074Updated last year
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆824Updated this week
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆789Updated 3 years ago
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆313Updated 3 months ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆796Updated 6 months ago
- ☆74Updated last year
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆311Updated 3 years ago
- CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522☆250Updated last year
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆387Updated this week
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆825Updated last year
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆235Updated 5 months ago
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆335Updated 2 years ago
- ☆471Updated 3 months ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆266Updated last year
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning☆113Updated 4 years ago
- A PyTorch Library for Multi-Task Learning☆2,153Updated 2 months ago
- ☆481Updated 2 months ago