Microsoft at NeurIPS 2020
Location: Virtual
Downloads
Python Reasoning Challenges
May 2021
A short Python Reasoning Challenge can replace an entire page of English describing a typical programming problem. The goal is to teach computers how to program. This OSS repository will contain a dataset of short Python challenges. Most of them…
MPNet implementation in Huggingface
December 2020
MPNet is supported by Huggingface, one of the most popular repo for pre-trained language models. You can follow this link to have a try on MPNet via Huggingface.
iPhys Toolbox
December 2020
Accompanying paper: iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.
MTTS-CAN
December 2020
Accompanies the paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
MPNet
September 2020
MPNet: Masked and Permuted Pre-training for Language Understanding, by Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu, is a novel pre-training method for language understanding tasks. It solves the problems of MLM (masked language modeling) in BERT and…
Denoised Smoothing
September 2020
This repository contains the code and models necessary to replicate the results of our recent paper: Denoised Smoothing: A Provable Defense for Pretrained Classifiers Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter Our paper presents a method…