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@hammlab Tulane CS ML Group

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    12 repositories

    • TaskTransferAnalysis

      Public
      Analysis of Task Transferability in Large Pre-trained Classifiers.
      Python
      •0•3•0•0•Updated Feb 23, 2025Feb 23, 2025

    • 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).
      optimizationdomain-generalizationdistributionally-robust
      optimizationdomain-generalizationdistributionally-robust
      Python
      •0•4•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

    • bilevel-penalty

      Public
      Python
      •8•15•0•0•Updated Feb 19, 2022Feb 19, 2022

    • LimitsOfUDA

      Public
      Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. (Neurips 2021)
      domain-adaptationunsupervised-domain-adaptationdata-poisoning
      domain-adaptationunsupervised-domain-adaptationdata-poisoning
      Python
      •1•7•0•0•Updated Nov 19, 2021Nov 19, 2021

    • PoisoningCertifiedDefenses

      Public
      How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)
      attackrandomized-smoothingdata-poisoning
      attackrandomized-smoothingdata-poisoningrobust-training-proceduresgaussian-data-augmentation
      Python
      •1•14•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
      •
      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++
      •
      Apache License 2.0
      •2•1•2•0•Updated Jul 15, 2016Jul 15, 2016
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