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Drop to Adapt: Learning Discriminative Features for Unsupervised Domain
  Adaptation

Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation

12 October 2019
Seung-Min Lee
Dongwan Kim
Namil Kim
Seong-Gyun Jeong
    TTAOOD
ArXiv (abs)PDFHTML

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
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
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
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
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
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
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaMLAI4TS
100
2
0
23 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain
  Generalization
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
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
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
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges
K. T. Baghaei
Amirreza Payandeh
Pooya Fayyazsanavi
Shahram Rahimi
Zhiqian Chen
Somayeh Bakhtiari Ramezani
FaMLAI4TS
69
6
0
27 Nov 2022
Unsupervised Continual Semantic Adaptation through Neural Rendering
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
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
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
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
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis
Yumin Zhang
Yawen Hou
Xiuyi Chen
Hongyuan Yu
Long Xia
CLLOOD
70
3
0
21 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free
  Unsupervised Domain Adaptation
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation
JoonHo Lee
Gyemin Lee
123
35
0
31 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations
Domain Adaptation with Adversarial Training on Penultimate Activations
Tao Sun
Cheng Lu
Haibin Ling
66
18
0
26 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and
  Perspectives
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
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
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
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
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
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
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
99
29
0
28 May 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
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
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
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
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
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
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
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
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
UBR2^22S: 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
S3^33VAADA: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
Unsupervised Domain Adaptation of Object Detectors: A Survey
Poojan Oza
Vishwanath A. Sindagi
Vibashan Vs
Vishal M. Patel
OODObjD
119
184
0
27 May 2021
Latent Space Regularization for Unsupervised Domain Adaptation in
  Semantic Segmentation
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation
F. Barbato
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
88
20
0
06 Apr 2021
12
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