ADAPT : Awesome Domain Adaptation Python Toolbox

ADAPT : Awesome Domain Adaptation Python Toolbox

7 July 2021

Antoine de Mathelin

Guillaume Richard

Alejandro de la Concha

Franccois Deheeger

Mathilde Mougeot

Nicolas Vayatis

Papers citing "ADAPT : Awesome Domain Adaptation Python Toolbox"

13 / 13 papers shown

Title
PyTorch Adapt Kevin Musgrave Serge Belongie Ser-Nam Lim AI4CE TTA 29 1 0 28 Nov 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu Fuzhen Zhuang Deqing Wang OOD 83 302 0 04 Jan 2022
Nearest Neighbor-based Importance Weighting Marco Loog 117 37 0 03 Feb 2021
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 76 1,137 0 02 Jul 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 192 278 0 16 Mar 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 95 1,238 0 20 Feb 2020
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 92 787 0 28 Sep 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,655 0 17 Feb 2017
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 97 3,144 0 06 Jul 2016
Learn on Source, Refine on Target:A Model Transfer Learning Framework with Random Forests N. Segev Maayan Harel Shie Mannor K. Crammer Ran El-Yaniv 40 106 0 04 Nov 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
Relative Density-Ratio Estimation for Robust Distribution Comparison M. Yamada Taiji Suzuki Takafumi Kanamori Hirotaka Hachiya Masashi Sugiyama 82 221 0 23 Jun 2011
Frustratingly Easy Domain Adaptation Hal Daumé 117 1,799 0 10 Jul 2009