A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs

PyTorch code and models for VJEPA2 self-supervised learning from video.

PyTorch code and models for V-JEPA self-supervised learning from video.

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive arch…

Implementation of I-JEPA from "Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture"

Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)

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PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/…

Count the MACs / FLOPs of your PyTorch model.

Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning

A PyTorch Platform for Distributed RL

Stochastic Gradient Push for Distributed Deep Learning

Tutorial for building a custom CUDA function for Pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python bindings for MPI