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Open Source
Tools that we built for ourselves and want to share with the community.
VICReg: Tutorial and Lightweight PyTorch Implementation
We present a tutorial and lightweight PyTorch implementation of
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
.
A PyTorch Implementation of SIMONe
We're open sourcing a PyTorch implementation of
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
.
Jupyter Ascending: Sync Notebooks To Your Editor
We're open-sourcing a tool that syncs your Jupyter notebooks to your favorite code editor so you can enjoy the best of both worlds!
A PyTorch Implementation of Slot Attention
We're open sourcing a PyTorch implementation of
Object-Centric Learning with Slot Attention
, one of our favorite papers from
NeurIPS 2020
.