AIMS Lab @ UW Allen School
- 105 followers
- University of Washington, Seattle, USA
- http://suinlee.cs.washington.edu/
- suinlee@cs.washington.edu
Popular repositories Loading
-
treeexplainer-study
treeexplainer-study PublicCode and documentation for experiments in the TreeExplainer paper
-
path_explain
path_explain PublicA repository for explaining feature attributions and feature interactions in deep neural networks.
-
attributionpriors
attributionpriors PublicTools for training explainable models using attribution priors.
-
-
vit-shapley
vit-shapley PublicLearning to Estimate Shapley Values with Vision Transformers
Repositories
- ALEX Public
Code for ALEX: Automatic Language Explanations for Interpreting Treatment Effects via Multi-Agents.
- SurrogateSHAP Public
[ICML 2026] SurrogateSHAP: Training-Free Contributor Attribution for Text-to-Image (T2I) Models
- CellCLIP Public
[NeurIPS 2025] CellCLIP – Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning
- methylVI-reproducibility Public
Code to reproduce results from "Probabilistic modeling of single-cell bisulfite sequencing data with MethylVI"
- ACE Public
- ENABLAge Public
- An-Efficient-Framework-for-Crediting-Data-Contributors-of-Diffusion-Models Public
[ICLR2025] An Efficient Framework for Crediting Data Contributors of Diffusion Models
- protected-attrib-prediction Public
Code for the paper "Towards a framework for discovering mechanisms underlying AI prediction of protected attributes"
Top languages
Loading…
Most used topics
Loading…