Research Tools: code, datasets, & models

This repo contains the code for the video analysis pipeline for the paper Towards Automating Retinoscopy for Refractive Error Diagnosis accepted at the IMWUT 2022. The input to the system is a retinoscopic video, with the patient wearing…

BioGPT is a pre-trained language model for text mining and generation for biomedical domain research.

Humans make tens of thousands of decisions every day. Project Causica aims to develop machine learning solutions for efficient decision making that demonstrate human expert-level performance across all domains. We develop advanced machine learning solutions…

Motivated by our recent work (opens in new tab), we are releasing a repository for training transformer models with differential privacy. Our repository is based on integrating the Opacus library (opens in new tab) to the Hugging Face (opens…

Source code of BindVAE paper on Variational Auto Encoders for learning binding signatures of transcription factors. https://genomebiology.biomedcentral.com/articles/10.1186/s13059-022-02723-w

This repository contains the baseline code for the paper published in NAACL 2022: “WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding”. Detailed description about the data sets and methods can be manuscript…

This repository contains pretraining pipeline of sequence-to-sequence language models.

The GitHub repository includes instructions to build and deploy a video analytics service tailored for operator’s infrastructure using Kubernetes in the Azure public MEC and Azure IoT Edge, and video ML containers like NVIDIA Triton…

This repo contains required files for the INTERSPEECH 2022 Audio Deep Packet Loss Concealment (PLC) Challenge.

We have created AECMOS for evaluating clips with regards to echo ratings and other degradations ratings. There are two ways for you to use AECMOS: a web API and an onnx version of the AECMOS…