WeiHongLee / Awesome-Multi-Task-Learning
An up-to-date list of works on Multi-Task Learning
☆295Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Multi-Task-Learning
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆669Updated this week
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆391Updated last month
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆498Updated last year
- Reading list for research topics in Masked Image Modeling☆331Updated 4 months ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆207Updated 5 months ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆213Updated last year
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆467Updated 4 months ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆625Updated last week
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,033Updated last year
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆39Updated 11 months ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆778Updated 3 months ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆129Updated last year
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆806Updated last year
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆326Updated 2 years ago
- A list of multi-task learning papers and projects.☆362Updated 2 years ago
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆243Updated last year
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆194Updated last year
- [CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning☆284Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆732Updated this week
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆483Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆220Updated last year
- CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522☆248Updated last year
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆157Updated 4 months ago
- [NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification☆571Updated last year
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆302Updated last month
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆776Updated 2 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆806Updated 2 years ago
- Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"☆110Updated last year
- Low rank adaptation for Vision Transformer☆361Updated 7 months ago
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆249Updated last year