how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?" (by xxxnell)
attention_to_gif
Visualize transition of attention weights across layers in a Transformer as a GIF (by valayDave)
| how-do-vits-work | attention_to_gif | |
|---|---|---|
| 3 | 1 | |
| 784 | 1 | |
| - | - | |
| 0.0 | 4.4 | |
| almost 2 years ago | about 3 years ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
how-do-vits-work
Posts with mentions or reviews of how-do-vits-work.
We have used some of these posts to build our list of alternatives
and similar projects.
-
A New Deep Learning Study Investigate and Clarify the Intrinsic Behavior of Transformers in Computer Vision
Github: https://github.com/xxxnell/how-do-vits-work
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[D] Paper Explained – How Do Vision Transformers Work?
Code for https://arxiv.org/abs/2202.06709 found: https://github.com/xxxnell/how-do-vits-work
- How Do Vision Transformers Work?
attention_to_gif
Posts with mentions or reviews of attention_to_gif.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[P] attention_to_gif: Visualizing The Transition of Attention In BERT as a GIF
[Colab Link] [Github Code Link]
What are some alternatives?
When comparing how-do-vits-work and attention_to_gif you can also consider the following projects:
Parallel-Tacotron2 - PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
awesome-fast-attention - list of efficient attention modules
MPViT - [CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction
mmdetection - OpenMMLab Detection Toolbox and Benchmark
vit-explain - Explainability for Vision Transformers
query-selector - LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION