xu-ji / IIC
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
☆860Updated 3 years ago
Related projects: ⓘ
- Deep Clustering for Unsupervised Learning of Visual Features☆1,663Updated 2 years ago
- ☆508Updated 10 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆476Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆1,989Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,299Updated 3 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆746Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆752Updated 3 months ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,735Updated 2 months ago
- PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)☆783Updated 4 years ago
- ☆397Updated 4 years ago
- SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]☆1,356Updated last year
- Code to accompany ICML 2018 paper☆558Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,933Updated 11 months ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆529Updated last month
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆810Updated 2 years ago
- A state-of-the-art semi-supervised method for image recognition☆1,577Updated 3 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆535Updated 4 years ago
- mixup: Beyond Empirical Risk Minimization☆1,156Updated 2 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,216Updated 6 months ago
- Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)☆847Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆841Updated 2 years ago
- [ICCV 2017] Torch code for Grad-CAM☆1,479Updated 2 years ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆747Updated 4 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆971Updated 3 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆751Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,147Updated last year
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,378Updated 5 months ago
- A simple method to perform semi-supervised learning with limited data.☆1,089Updated last month
- Dilated Residual Networks☆1,102Updated 4 years ago