Lupin1998 / Awesome-MIM
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
☆302Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Awesome-MIM
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆391Updated last month
- Reading list for research topics in Masked Image Modeling☆332Updated 4 months ago
- [Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)☆135Updated last month
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆298Updated last month
- Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"☆319Updated 8 months ago
- Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".☆197Updated 7 months ago
- Low rank adaptation for Vision Transformer☆364Updated 8 months ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆171Updated last year
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆329Updated 2 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆782Updated 4 months ago
- Open source implementation of "Vision Transformers Need Registers"☆143Updated last week
- Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)☆160Updated last year
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆102Updated 8 months ago
- 1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundatio…☆209Updated 2 months ago
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆193Updated last year
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆223Updated 3 months ago
- Official Open Source code for "Scaling Language-Image Pre-training via Masking"☆407Updated last year
- Cross-modal few-shot adaptation with CLIP☆316Updated 8 months ago
- A curated list of awesome self-supervised learning methods in videos☆114Updated this week
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆629Updated 3 weeks ago
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆484Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆221Updated last year
- Exploring Visual Prompts for Adapting Large-Scale Models☆267Updated 2 years ago
- [CVPR 2023] Official repository of Generative Semantic Segmentation☆205Updated last year
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆236Updated last month
- [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions☆60Updated 6 months ago
- ☆462Updated last week
- reproduction of semantic segmentation using masked autoencoder (mae)☆156Updated 2 years ago
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆90Updated 11 months ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆99Updated last year