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Library based on PyTorch providing automatic shape and dimensionality inference of torch.nn layers + additional building blocks.
pytorch library toolkit
The Illustrated FixMatch for Semi-Supervised Learning
Learn how to leverage unlabeled data using FixMatch for semi-supervised learning
semi-supervised-learning computer-vision pytorch illustrated-series
ELECTRA: Pre-training Text Encoders as Discriminators
PyTorch implementation of the electra model from the paper: ELECTRA - Pre-training Text Encoders as Discriminators Rather Than Generators
language-modeling discriminators generators pytorch
TransMoMo: Invariance-Driven Unsupervised Motion Retargeting
A lightweight video motion retargeting approach that is capable of transferring motion of a person in a source video realistically to another video of a ...
motion-generation video retargeting transmomo
How to setup a local AWS SageMaker environment for PyTorch
Learn how to develop an ML app for a PyTorch Model faster by using AWS SageMaker local mode vs. deploying directly to AWS.
pytorch sagemaker web-services web-app
BachGAN: High-Res Image Synthesis from Salient Object Layout
We propose a new task towards more practical application for image generation - high-quality image synthesis from salient object layout.
generative-adversarial-networks salient-object-layout image-generation image-synthesis
Debugging Neural Networks with PyTorch and W&B
A closer look at debugging common issues when training neural networks.
debugging experiment-tracking wandb pytorch
Custom Classifier on Top of Bert-like Language Model
Take pre-trained language model and build custom classifier on top of it.
bert language-modeling pytorch pytorch-lightning
Self-Supervision with FastAI
A tutorial of rotation-based self-supervision using FastAI2 & PyTorch!
self-supervised-learning fastai pytorch tutorial
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