poolformer
FunMatch-Distillation
| poolformer | FunMatch-Distillation | |
|---|---|---|
| 3 | 1 | |
| 1,226 | 79 | |
| 0.0% | - | |
| 0.0 | 1.8 | |
| over 1 year ago | over 2 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | - |
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poolformer
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Researchers from Sea AI Lab and National University of Singapore Introduce ‘PoolFormer’: A Derived Model from MetaFormer for Computer Vision Tasks
GitHub: https://github.com/sail-sg/poolformer
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[D] Are Image Transformers Overhyped? "MetaFormer is all you need" explained (5-minute summary by Casual GAN Papers)
arxiv / code
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[P] Fine-tuning the new PoolFormer (MetaFormer) model on a Kaggle Competitions Dataset
Code for https://arxiv.org/abs/2111.11418 found: https://github.com/sail-sg/poolformer
FunMatch-Distillation
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Knowledge distillation with "Function Matching"
There's a notebook on distributed hyperparameter tuning and it's often not included in the public release of an implementation.
What are some alternatives?
pytorch-seq2seq - Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Practical_RL - A course in reinforcement learning in the wild
SpecVQGAN - Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
PAWS-TF - Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.
adanet - Fast and flexible AutoML with learning guarantees.
Transformer-in-Transformer - An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
One-Piece-Image-Classifier - A quick image classifier trained with manually selected One Piece images.
ru-dalle - Generate images from texts. In Russian
TokenCut - (CVPR 2022) Pytorch implementation of "Self-supervised transformers for unsupervised object discovery using normalized cut"