lucidrains / perceiver-pytorch
Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
☆1,077Updated last year
Related projects: ⓘ
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,080Updated 2 years ago
- Pytorch library for fast transformer implementations☆1,621Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,732Updated 2 months ago
- An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow☆525Updated 8 months ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆670Updated 4 months ago
- An All-MLP solution for Vision, from Google AI☆987Updated this week
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,411Updated last month
- A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training☆427Updated 8 months ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆805Updated 2 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,057Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,146Updated last year
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,759Updated 7 months ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,201Updated 2 years ago
- [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decode…☆774Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆1,989Updated last year
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,040Updated 4 months ago
- PyTorch implementation of Barlow Twins.☆958Updated 2 years ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆855Updated 3 weeks ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models☆746Updated 2 months ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆400Updated 2 years ago
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)☆491Updated last year
- Learning Rate Warmup in PyTorch☆386Updated 4 months ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆447Updated 2 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆530Updated 2 years ago
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆544Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,932Updated 11 months ago
- An implementation of local windowed attention for language modeling☆368Updated last week
- My take on a practical implementation of Linformer for Pytorch.☆403Updated 2 years ago
- Implementation of Linformer for Pytorch☆244Updated 8 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,216Updated 6 months ago