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Name: Meta Research

Type: Organization

Location: Menlo Park, California

Blog: https://opensource.fb.com

Meta Research's Projects

text_characterization_toolkit

A library for computing diverse text characteristics and using them to analyze data sets and models with ease.

theseus

A library for differentiable nonlinear optimization

timesformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

tkbc

A knowledge base completion method which handles temporal metadata

tome

A method to increase the speed and lower the memory footprint of existing vision transformers.

tomi

Code accompanying our EMNLP 2019 paper: "Revisiting the Evaluation of Theory of Mind through Question Answering"

torch_ucc

Pytorch process group third-party plugin for UCC

torchdim

Named tensors with first-class dimensions for PyTorch

torchray

Understanding Deep Networks via Extremal Perturbations and Smooth Masks

transcoder

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

transformer-sequential

Trains Transformer model variants. Data isn't shuffled between batches.

translagent

Code for Emergent Translation in Multi-Agent Communication

treenlg

A novel method of constrained decoding for neural NLG (NNLG) models

trust-in-groups

Accompanying Code for When Do People Trust Their Facebook Groups

ucc

Unified Communication Collectives Library

uimnet

What classifiers know what they don't know?

unbiased-teacher

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

unbiased-teacher-v2

PyTorch code for CVPR 2022 paper Unbiased Teacher v2 Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors

uncertainty-driven-active-vision

Companion code for "Uncertainty-Driven Active Vision for Implicit Scene Reconstruction". This repository contains the code base for a Next Best View (NBV) task along with our proposed uncertainty driven solution and a set of baselines for comparison.

unik-qa

Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering

unlikelihood_training

Neural Text Generation with Unlikelihood Training

unlu

Code for the paper "UnNatural Language Inference" to appear at ACL 2021 (Long Paper)

unnas

Code for "Are labels necessary for neural architecture search"

unoc

TBD

unsuperviseddecomposition

PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"

unsupervisedmt

Phrase-Based & Neural Unsupervised Machine Translation

unsupervisedqa

Unsupervised Question answering via Cloze Translation

url-sanitization

The code processes URLs in an attempt to consolidate different web addresses that point to the same URL and to remove potentially private and/or sensitive data. It is part of the Facebook URL shares release effort, which is led by Election Research Commission (ERC).

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