A Brief Review of Domain Adaptation

A Brief Review of Domain Adaptation

7 October 2020

Abolfazl Farahani

Papers citing "A Brief Review of Domain Adaptation"

17 / 117 papers shown

Title
Cross-Domain Few-Shot Classification via Inter-Source Stylization Huali Xu Shuaifeng Zhi Li Liu 35 4 0 17 Aug 2022
Applied monocular reconstruction of parametric faces with domain engineering Igor Borovikov K. Levonyan Jon Rein Pawel Wrotek Nitish Victor CVBM 3DH 16 2 0 05 Aug 2022
Towards out of distribution generalization for problems in mechanics Lingxiao Yuan Harold S. Park Emma Lejeune OOD AI4CE 33 17 0 29 Jun 2022
Measuring the Feasibility of Analogical Transfer using Complexity Pierre-Alexandre Murena 9 1 0 23 Jun 2022
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou Dalu Yang Binghong Wu Yehui Yang Junde Wu Xiaorong Wang Lei Wang Haifeng Huang Yanwu Xu OOD 41 1 0 31 May 2022
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio R. Lotufo Rodrigo Nogueira AILaw ELM 33 10 0 30 May 2022
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection Abhijit Suprem C. Pu 35 7 0 19 May 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification George-Eduard Zaharia Razvan-Alexandru Smadu Dumitru-Clementin Cercel M. Dascalu 27 3 0 15 May 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs G. Felhi Joseph Le Roux Djamé Seddah DRL 26 2 0 12 May 2022
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection Jens Lemmens Jens Van Nooten Tim Kreutz Walter Daelemans 19 6 0 14 Mar 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 20 354 0 19 Jan 2022
Cross-domain Trajectory Prediction with CTP-Net Pingxuan Huang Zhenhua Cui Jing Li Shenghua Gao bo Hu Yanyan Fang 21 3 0 22 Oct 2021
Machine Learning Featurizations for AI Hacking of Political Systems Nathan Sanders B. Schneier 20 2 0 08 Oct 2021
Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation Gabriel Loewinger Rolando Acosta Nunez Rahul Mazumder Giovanni Parmigiani 30 0 0 19 Sep 2021
DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM Farzan Shenavarmasouleh F. Mohammadi M. Amini T. Taha Khaled Rasheed H. Arabnia MedIm 9 10 0 18 Aug 2021
Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning Michael Moor Nicolas Bennet Drago Plečko Max Horn Bastian Alexander Rieck N. Meinshausen Peter Buhlmann Karsten M. Borgwardt 21 6 0 12 Jul 2021
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Shuyan Hu Xiaojing Chen Wei Ni E. Hossain Xin Wang AI4CE 45 111 0 02 Dec 2020