On Minimum Discrepancy Estimation for Deep Domain Adaptation

On Minimum Discrepancy Estimation for Deep Domain Adaptation

2 January 2019

Mohammad Mahfujur Rahman

Papers citing "On Minimum Discrepancy Estimation for Deep Domain Adaptation"

10 / 10 papers shown

Title
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein N. Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 47 7 0 31 Mar 2025
Binary Losses for Density Ratio Estimation Werner Zellinger 48 0 0 28 Jan 2025
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data Qing Xu Min-man Wu Xiaoli Li K. Mao Zhenghua Chen 14 5 0 07 Jul 2023
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 21 44 0 13 Jun 2022
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 27 49 0 29 Nov 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes S. Sridharan OOD 18 3 0 20 Aug 2021
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison VLM 40 6 0 27 Apr 2021
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 39 34 0 06 Feb 2020
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet Youshan Zhang Brian D. Davison OOD 10 17 0 04 Apr 2019
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 134 154 0 03 May 2018