Stephen Bach's repositories
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.
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
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.