Stars
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
PhD Thesis, "Improving Optimal Transport using Kernel Methods"
Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.
The official command line tool for interacting with the ISIC Archive.
This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis" in Proc. of Medical Image Computing and Computer Assisted I…
Code for our TMLR '24 Journal: MMD-Regularized UOT.
NLDL 2025 Winter School: tutorial on Large Language Models Under the Hood
FaceScape (PAMI2023 & CVPR2020)
PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
A paper list for localized adversarial patch research
PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)