Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation

12 October 2019

Papers citing "Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation"

50 / 93 papers shown

Title
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection Yong Li Yi Ren Xuesong Niu Y. Ding Xiu-Shen Wei Cuntai Guan 87 0 0 12 Mar 2025
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang Shilei Cao Juepeng Zheng Jianxi Huang Haohuan Fu Haohuan Fu TTA 130 1 0 29 Aug 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 70 4 0 20 Aug 2024
Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification Yongcheng Li Lingcong Cai Ying Lu Cheng Lin Yupeng Zhang ... Genan Dai Bowen Zhang Jingzhou Cao Xiangzhong Zhang Xiaomao Fan 108 1 0 14 Aug 2024
Domain Adaptation Using Pseudo Labels S. Chhabra Hemanth Venkateswara Baoxin Li 87 1 0 09 Feb 2024
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation Zhiqing Xiao Haobo Wang Ying Jin Lei Feng Gang Chen Fei Huang Junbo Zhao 129 19 0 26 Oct 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 98 2 0 23 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 120 22 0 20 Aug 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 45 1 0 20 Apr 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning Dongwan Kim Bohyung Han CLL 58 52 0 04 Apr 2023
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 69 6 0 27 Nov 2022
Unsupervised Continual Semantic Adaptation through Neural Rendering Zhizheng Liu Francesco Milano Jonas Frey Roland Siegwart Hermann Blum Cesar Cadena CLL 89 18 0 25 Nov 2022
From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition Likai Wang Ruize Han Wei Feng Song Wang CVBM 63 8 0 21 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 72 6 0 13 Nov 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network L. Gan Connor T. Lee Soon-Jo Chung 79 16 0 09 Oct 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 70 3 0 21 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation JoonHo Lee Gyemin Lee 123 34 0 31 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 66 17 0 26 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 117 207 0 15 Aug 2022
DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction Yanke Li Hatt Tobias Ioana Bica M. Schaar CML 80 0 0 02 Aug 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 82 45 0 20 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection Do mirae Seogkyu Jeon Pilhyeon Lee Kibeom Hong Yuseung Ma H. Byun 53 7 0 20 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 119 40 0 11 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 108 8 0 10 Jul 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 96 29 0 28 May 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 52 21 0 28 Feb 2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu Jianfei Yang Haoran Tang Han Zou Cheng Lu Tianshuo Zhang 75 1 0 28 Jan 2022
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 73 27 0 31 Dec 2021
Reciprocal Normalization for Domain Adaptation Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 100 11 0 20 Dec 2021
UMAD: Universal Model Adaptation under Domain and Category Shift Jian Liang Dapeng Hu Jiashi Feng Ran He 74 31 0 16 Dec 2021
Burn After Reading: Online Adaptation for Cross-domain Streaming Data Luyu Yang M. Gao Zeyuan Chen Ran Xu Abhinav Shrivastava Chetan Ramaiah 66 4 0 08 Dec 2021
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 74 31 0 08 Dec 2021
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation Jeongbeen Yoon Dahyun Kang Minsu Cho TTA 76 38 0 29 Nov 2021
UBR $^2$ S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation Tobias Ringwald Rainer Stiefelhagen 59 0 0 22 Oct 2021
S $^3$ VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Harsh Rangwani Arihant Jain Sumukh K Aithal R. Venkatesh Babu TTA 94 31 0 18 Sep 2021
Partial Domain Adaptation without Domain Alignment Weikai Li Songcan Chen 93 17 0 29 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan OOD 83 3 0 20 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 108 128 0 12 Aug 2021
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations F. Barbato Umberto Michieli Marco Toldo Pietro Zanuttigh 87 8 0 06 Aug 2021
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation Yongtuo Liu Dan Xu Sucheng Ren Han-Zhen Wu Hongmin Cai Shengfeng He 89 10 0 06 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 95 4 0 02 Aug 2021
Discovering Distinctive "Semantics" in Super-Resolution Networks Yihao Liu Anran Liu Jinjin Gu Zhipeng Zhang Wenhao Wu Yu Qiao Chao Dong SupR 81 20 0 01 Aug 2021
Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift Pinzhuo Tian Yao Gao OOD 51 1 0 23 Jul 2021
Multitask Identity-Aware Image Steganography via Minimax Optimization Jiabao Cui Pengyi Zhang Songyuan Li Liangli Zheng Cuizhu Bao Jupeng Xia Xi Li 64 12 0 13 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 51 6 0 09 Jul 2021
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Shanu Kumar V. Kurmi Praphul Singh Vinay P. Namboodiri 30 4 0 01 Jul 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 139 6 0 22 Jun 2021
Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Ibrahim Batuhan Akkaya Fazil Altinel U. Halici OOD 64 17 0 14 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 184 0 27 May 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 88 20 0 06 Apr 2021