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Gitjk: Undo What You Just Did in Git
If you just ran a git command that you didn't mean to, this program will either undo it, tell you how to undo it, or tell you it's impossible to undo.
Rethinking Batch Normalization in Transformers
We found that NLP batch statistics exhibit large variance throughout training, which leads to poor BN performance.
power-normalization batch-normalization transformers natural-language-processing
Getting started with JAX (MLPs, CNNs & RNNs)
Learn the building blocks of JAX and use them to build some standard Deep Learning architectures (MLP, CNN, RNN, etc.).
jax xla autograd tpu
Flax: Google’s Open Source Approach To Flexibility In ML
A gentle introduction to Flax: a neural network library for JAX that is designed for flexibility.
flax jax deep-learning library
Unsupervised Toolbox
Unsupervised learning Tool box : A micro framework for State of the Art Methods and models for unsupervised learning for NLU / NLG
question-generation question-answering question-similarity semantic-textual-similarity
Gliding Vertex on Horizontal Bounding Box for Object Detection
Gliding vertex on the horizontal bounding box for multi-oriented object detection.
multi-oriented-object aerial-image scene-text pedestrian-detection
SiamFC++: Towards Robust and Accurate Visual Tracking
Implementation of a series of basic algorithms which is useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation ...
video image-segmentation pytorch computer-vision
NeRF: Neural Radiance Fields
Representing scenes as neural radiance fields for view synthesis.
computer-vision view-synthesis 5d
The Illustrated SimCLR Framework
A visual introduction to SimCLR: A Simple Framework for Contrastive Learning of Visual Representations.
simclr illustrated self-supervised-learning contrastive-learning
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