stephenbach

bach-uai13-code

Code for "Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction." Stephen H. Bach, Bert Huang, Ben London, and Lise Getoor. Uncertainty in Artificial Intelligence (UAI) 2013

bach-jmlr17-code

Code for "Hinge-loss Markov Random Fields and Probabilistic Soft Logic." Stephen H. Bach, Matthias Broecheler, Bert Huang, and Lise Getoor. JMLR 2017.

mmln

Machine learning tools for massively multi-labeled networks

admm-speed-test

Compares ADMM and an interior-point method on MAP inference for HL-MRFs.

bach-aistats15-code

Code for "Unifying Local Consistency and MAX SAT Relaxations for Scalable Inference with Rounding Guarantees." Stephen H. Bach, Bert Huang, and Lise Getoor. Artificial Intelligence and Statistics (AISTATS) 2015

bach-fna13-code

biomedical

Tools for curating biomedical training data for large-scale language modeling

clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.