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Meta Research's Projects

secureflcompression icon secureflcompression

Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segmpred icon segmpred

Predicting Deeper into the Future of Semantic Segmentation

selavi icon selavi

This repo covers the implementation for Labelling unlabelled videos from scratch with multi-modal self-supervision, which learns clusters from multi-modal data in a self-supervised way.

selective-vqa_ood icon selective-vqa_ood

Implementation for the CVPR 2023 paper "Improving Selective Visual Question Answering by Learning from Your Peers" (https://arxiv.org/abs/2306.08751)

semanticimagetranslation icon semanticimagetranslation

Evaluation benchmark for the task of Semantic Image Translation. Contains code to run FlexIT (CVPR 2022)

semdedup icon semdedup

Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically similar, but not exactly identical).

sentaugment icon sentaugment

SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.

senteval icon senteval

A python tool for evaluating the quality of sentence embeddings.

shack icon shack

A shack for hacklang design

shadow_gnn icon shadow_gnn

NeurIPS 2021: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architectures

shapekt icon shapekt

Compile-time shape checking and inference in Kotlin for tensor code

shepherd icon shepherd

This is the repo for the paper Shepherd -- A Critic for Language Model Generation

shumai icon shumai

Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight

side icon side

The AI Knowledge Editor

sie icon sie

Code for the paper Self-Supervised Learning of Split Invariant Equivariant Representations

silk icon silk

SiLK (Simple Learned Keypoint) is a self-supervised deep learning keypoint model.

simat icon simat

codebase for the SIMAT dataset and evaluation

simmc icon simmc

With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.

simmc2 icon simmc2

Code for SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations

simsiam icon simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

simuleval icon simuleval

SimulEval: A General Evaluation Toolkit for Simultaneous Translation

sing icon sing

Symbol-to-Instrument Neural Generator

slbo icon slbo

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

slip icon slip

Code release for SLIP Self-supervision meets Language-Image Pre-training

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

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