Tulane CS ML Group

All

12 repositories

TETOT
Public
Test-time Assessment of a Model’s Performance on Unseen Domains via Optimal Transport (CVPRW 2024)
Python
•0•2•0•0•Updated Jul 23, 2024Jul 23, 2024
DPCore
Public
0•0•0•0•Updated Jun 10, 2024Jun 10, 2024
CertifiableDG
Public
Do Domain Generalization Methods Generalize Well? (Workshop on Machine Learning Safety at NeurIPS 2022).
optimization domain-generalization distributionally-robust
Python
•0•5•0•0•Updated Apr 17, 2024Apr 17, 2024
RiskAverseDG
Public
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. (WACV 2024)
Python
•0•5•0•0•Updated Apr 17, 2024Apr 17, 2024
TaskTransferAnalysis
Public
Analysis of Task Transferability in Large Pre-trained Classifiers.
Python
•0•3•0•0•Updated Apr 17, 2024Apr 17, 2024
bilevel-penalty
Public
Python
•7•13•0•0•Updated Feb 19, 2022Feb 19, 2022
LimitsOfUDA
Public
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. (Neurips 2021)
unsupervised-domain-adaptation data-poisoning domain-adaptation
Python
•1•8•0•0•Updated Nov 19, 2021Nov 19, 2021
PoisoningCertifiedDefenses
Public
How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)
attack randomized-smoothing data-poisoning robust-training-procedures gaussian-data-augmentation
Python
•1•13•0•0•Updated Jul 16, 2021Jul 16, 2021
k-beam-minimax
Public
Efficient minimax optimization for deep adversarial learning, and more.
Python
•4•10•0•0•Updated Mar 28, 2019Mar 28, 2019
Crowd-ML
Public
Framework for Crowd-sourced Machine Learning
Objective-C
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Apache License 2.0
•10•16•5•0•Updated Jul 3, 2017Jul 3, 2017
MinimaxFilter
Public
A learning approach to privacy preservation against inference attacks
Python
•
Apache License 2.0
•4•8•0•0•Updated Oct 13, 2016Oct 13, 2016
GRAM
Public
Geodesic Registration on Anatomical Manifolds
C++
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Apache License 2.0
•2•1•2•0•Updated Jul 15, 2016Jul 15, 2016