lucidrains / pixel-level-contrastive-learningLinks
Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
☆264Updated 4 years ago
Alternatives and similar repositories for pixel-level-contrastive-learning
Users that are interested in pixel-level-contrastive-learning are comparing it to the libraries listed below
Sorting:
- Self-supervised vIsion Transformer (SiT)☆337Updated 3 years ago
- Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]☆413Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆411Updated 2 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆310Updated 4 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆186Updated 2 years ago
- Semi-supervised semantic segmentation needs strong, varied perturbations☆165Updated 3 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆563Updated 2 years ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆358Updated 4 years ago
- A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]☆290Updated 4 years ago
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆235Updated 3 years ago
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆461Updated 4 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆144Updated last year
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆200Updated 4 years ago
- Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).☆410Updated 3 years ago
- ☆249Updated 3 years ago
- [CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization☆236Updated 2 years ago
- PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)☆204Updated 2 years ago
- PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482☆103Updated 4 years ago
- The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].☆169Updated 2 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆83Updated 5 years ago
- [ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.☆179Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆501Updated 3 years ago
- Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)☆385Updated 4 years ago
- ☆101Updated 3 years ago
- A simple consistency training framework for semi-supervised image semantic segmentation☆172Updated last year
- [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"☆291Updated 3 years ago
- Code for the paper "Reinforced Active Learning for Image Segmentation"☆103Updated 5 years ago
- CRF-RNN PyTorch version http://crfasrnn.torr.vision☆202Updated 6 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆463Updated 3 years ago
- A Pytorch Implementation of the following paper "Visual Transformers: Token-based Image Representation and Processing for Computer Vision…☆182Updated 5 years ago