ADAPT : Awesome Domain Adaptation Python Toolbox

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ADAPT : Awesome Domain Adaptation Python Toolbox

7 July 2021

Antoine de Mathelin

Guillaume Richard

Alejandro de la Concha

Franccois Deheeger

Mathilde Mougeot

Nicolas Vayatis

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Papers citing "ADAPT : Awesome Domain Adaptation Python Toolbox"

16 / 16 papers shown

Title
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imagery Alexander Olza David Soto Roberto Santana 75 0 0 28 Jan 2025
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions Mai Elkady Thu Bui Bruno Ribeiro David I. Inouye 110 0 0 20 Nov 2024
Sample Selection Bias in Machine Learning for Healthcare V. Chauhan Lei A. Clifton Achille Salaün Huiqi Yvonne Lu Kim Branson Patrick Schwab Gaurav Nigam David Clifton 84 1 0 13 May 2024
DualTake: Predicting Takeovers across Mobilities for Future Personalized Mobility Services Z. Zheng Kumar Akash Teruhisa Misu 55 0 0 18 Jan 2024
Nearest Neighbor Sampling for Covariate Shift Adaptation Franccois Portier Lionel Truquet Ikko Yamane OffRL 39 1 0 15 Dec 2023
Better, Not Just More: Data-Centric Machine Learning for Earth Observation R. Roscher M. Rußwurm Caroline Gevaert Michael C. Kampffmeyer J. A. dos Santos ... Ronny Hansch Stine Hansen Keiller Nogueira Jonathan Prexl D. Tuia 132 13 0 08 Dec 2023
Some notes concerning a generalized KMM-type optimization method for density ratio estimation C. Alecsa 20 0 0 14 Sep 2023
biquality-learn: a Python library for Biquality Learning Pierre Nodet V. Lemaire A. Bondu Antoine Cornuéjols 46 0 0 18 Aug 2023
Revisiting the Robustness of the Minimum Error Entropy Criterion: A Transfer Learning Case Study Luis P. Silvestrin Shujian Yu Mark Hoogendoorn OOD 114 1 0 17 Jul 2023
Unsupervised domain adaptation by learning using privileged information Adam Breitholtz Anton Matsson Fredrik D. Johansson OOD 59 2 0 16 Mar 2023
PyTorch Adapt Kevin Musgrave Serge Belongie Ser-Nam Lim AI4CE TTA 42 1 0 28 Nov 2022
Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks Antía López Galdo Alejandro Guerrero-López Pablo Martínez Olmos María Jesús Gómez García 36 5 0 15 Nov 2022
Fast and Accurate Importance Weighting for Correcting Sample Bias Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis 90 7 0 09 Sep 2022
Discrepancy-Based Active Learning for Domain Adaptation Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis 107 24 0 05 Mar 2021
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 106 45 0 15 Jun 2020
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 309 4,688 0 17 Feb 2017