Adversarial Alignment of Class Prediction Uncertainties for Domain
Adaptation

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Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation

12 April 2018

Twan van Laarhoven

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Papers citing "Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation"

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Title
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali ObjD 172 12 0 08 Nov 2023
RLSbench: Domain Adaptation Under Relaxed Label ShiftInternational Conference on Machine Learning (ICML), 2023 Saurabh Garg Nick Erickson James Sharpnack Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton VLM 183 44 0 06 Feb 2023
UBR $^2$ S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2021 Tobias Ringwald Rainer Stiefelhagen 97 0 0 22 Oct 2021
Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali ObjD 117 53 0 01 Oct 2021
Adapting Vehicle Detector to Target Domain by Adversarial Prediction Alignment Yohei Koga H. Miyazaki Ryosuke Shibasaki 77 2 0 06 Jul 2021
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests Victor Veitch Alexander DÁmour Steve Yadlowsky Jacob Eisenstein OOD 145 99 0 31 May 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and ChallengesInformation Fusion (Inf. Fusion), 2020 Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Tianpeng Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 661 2,176 0 12 Nov 2020
LRS-DAG: Low Resource Supervised Domain Adaptation with Generalization Across Domains Rheeya Uppaal 55 0 0 15 Sep 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 59 7 0 29 Jul 2019
Self-supervised Domain Adaptation for Computer Vision TasksIEEE Access (IEEE Access), 2019 Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 183 144 0 25 Jul 2019
Domain-Specific Batch Normalization for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2019 Woonggi Chang Tackgeun You Seonguk Seo Suha Kwak Bohyung Han OOD 158 410 0 27 May 2019
Brain Tumor Segmentation on MRI with Missing Modalities Yan Shen Mingchen Gao 128 91 0 15 Apr 2019
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 550 4,954 0 17 Feb 2017