guijiejie / SSL
☆84Updated 2 years ago
Alternatives and similar repositories for SSL:
Users that are interested in SSL are comparing it to the libraries listed below
- The official implementation of CMAE https://arxiv.org/abs/2207.13532 and https://ieeexplore.ieee.org/document/10330745☆93Updated last year
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆105Updated 11 months ago
- [CVPR'23] Hard Patches Mining for Masked Image Modeling☆90Updated last year
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆68Updated last year
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆103Updated last year
- ☆58Updated 2 years ago
- [ICLR 2023] Masked Frequency Modeling for Self-Supervised Visual Pre-Training☆70Updated last year
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆100Updated last year
- [CVPR 2023 Highlight] Masked Image Modeling with Local Multi-Scale Reconstruction☆46Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆224Updated last year
- [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions☆61Updated 9 months ago
- Codes for ECCV2022 paper - contrastive deep supervision☆68Updated 2 years ago
- A pure PyTorch implementation of kmeans and GMM with distributed clustering.☆44Updated 2 years ago
- MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)☆33Updated last year
- [CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)☆130Updated 2 years ago
- Hyperbolic Image Segmentation, CVPR 2022☆81Updated 2 years ago
- [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning☆60Updated last year
- This is the official GitHub for paper: On the Versatile Uses of Partial Distance Correlation in Deep Learning, in ECCV 2022☆173Updated last year
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆123Updated 6 months ago
- [CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆67Updated last year
- Official PyTorch implementation for "Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels"☆88Updated last year
- This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.☆112Updated 3 years ago
- Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805☆79Updated last year
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆193Updated 2 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆247Updated 4 months ago
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆172Updated last year
- The official github repo for "Test-Time Training with Masked Autoencoders"☆80Updated last year
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆72Updated 3 months ago
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆243Updated 6 months ago
- [NeurIPS 2022] code for the paper, SemMAE: Semantic-guided masking for learning masked autoencoders☆35Updated last year