VRS is a file format optimized to record & playback streams of sensor data, such as images, audio samples, and any other discrete sensors (IMU, temperature, etc), stored in per-device streams of timestamped records.
Synthesizing Python code from PyTorch tensor input output examples.
EM-POSE 3D Human Pose Estimation from Sparse Electromagnetic Trackers. This repository contains the code to our paper published at ICCV 2021: https//ait.ethz.ch/projects/2021/em-pose
Code for "Hierarchical Skills for Efficient Exploration" HSD-3 Algorithm and Baselines
An official reimplementation of the method described in the INTERSPEECH 2021 paper - Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.
Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reproducibility, and infrastructure to guarantee correctness, efficiency, and interoperability.
Hackable and optimized Transformers building blocks, supporting a composable construction.
A repository for the paper Active 3D Shape Reconstruction from Vision and Touch and robotic touch simulator package.
reproduces experiments from "Grounding inductive biases in natural images: invariance stems from variations in data"
Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)
Simple data balancing baselines for worst-group-accuracy benchmarks.
An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
