hila-chefer / Transformer-ExplainabilityLinks
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
☆1,966Updated last year
Alternatives and similar repositories for Transformer-Explainability
Users that are interested in Transformer-Explainability are comparing it to the libraries listed below
Sorting:
- Explainability for Vision Transformers☆1,022Updated 3 years ago
- [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decode…☆886Updated 2 years ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,110Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,307Updated 4 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,400Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,221Updated 2 years ago
- Recent Transformer-based CV and related works.☆1,337Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,470Updated last year
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,281Updated last week
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆823Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,862Updated last year
- An All-MLP solution for Vision, from Google AI☆1,054Updated 5 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,537Updated 2 weeks ago
- Official DeiT repository☆4,305Updated last year
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,212Updated 4 years ago
- Vision Transformer (ViT) in PyTorch☆845Updated 3 years ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,359Updated last year
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆1,015Updated 3 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,085Updated 2 years ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet☆1,190Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,105Updated 2 months ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆813Updated last year
- This is a collection of our NAS and Vision Transformer work.☆1,817Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,298Updated 2 years ago
- Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners☆2,679Updated 2 years ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,953Updated last year
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,186Updated 2 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆857Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,306Updated last year