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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

7 December 2017

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Papers citing "Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"

50 / 880 papers shown

CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement

Can Zhang

G. Lee

164

26 May 2022

Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

VLM TTA OOD

193

26 May 2022

Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification

Yuexin Wu

Xiaolei Huang

174

26 May 2022

OTAdapt: Optimal Transport-based Approach For Unsupervised Domain AdaptationInternational Conference on Pattern Recognition (ICPR), 2022

Ngan Le

198

22 May 2022

Active Source Free Domain Adaptation

294

22 May 2022

Attracting and Dispersing: A Simple Approach for Source-free Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022

344

171

09 May 2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022

138

07 May 2022

Domain Adaptation meets Individual Fairness. And they get alongNeural Information Processing Systems (NeurIPS), 2022

212

01 May 2022

Self-Supervised Text Erasing with Controllable Image SynthesisACM Multimedia (ACM MM), 2022

Defu Lian

190

27 Apr 2022

CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation

Zheng Chen

Durgakant Pushp

Lantao Liu

164

20 Apr 2022

Learning Compositional Representations for Effective Low-Shot GeneralizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

198

17 Apr 2022

Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationACM Multimedia (ACM MM), 2022

Li Zhang

138

16 Apr 2022

Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptationInformation Fusion (Inf. Fusion), 2022

149

15 Apr 2022

Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic SegmentationIEEE International Joint Conference on Neural Network (IJCNN), 2022

125

14 Apr 2022

Calibrating Class Weights with Multi-Modal Information for Partial Video Domain AdaptationACM Multimedia (ACM MM), 2022

Xiyu Wang

Yuecong Xu

K. Mao

Jianfei Yang

177

13 Apr 2022

Undoing the Damage of Label Shift for Cross-domain Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022

180

12 Apr 2022

Towards Online Domain Adaptive Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022

VS Vibashan

Poojan Oza

Vishal M. Patel

296

11 Apr 2022

Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic DataComputer Vision and Pattern Recognition (CVPR), 2022

Kyungjune Baek

Hyunjung Shim

162

11 Apr 2022

Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022

165

132

08 Apr 2022

Self-Supervised Graph Neural Network for Multi-Source Domain AdaptationACM Multimedia (ACM MM), 2022

181

08 Apr 2022

Jacobian Norm for Unsupervised Source-Free Domain Adaptation

Weikai Li

Meng Cao

Songcan Chen

193

07 Apr 2022

BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022

Sanqing Qu

Guang Chen

Jing Zhang

216

06 Apr 2022

Domain-Agnostic Prior for Transfer Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022

220

06 Apr 2022

Efficient Test-Time Model Adaptation without ForgettingInternational Conference on Machine Learning (ICML), 2022

369

488

06 Apr 2022

DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022

Xiaojuan Qi

206

04 Apr 2022

$Con$^{2}$DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations$

Con

^{2}

DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations

M. Pérez-Carrasco

P. Protopapas

Guillermo Cabrera-Vives

159

04 Apr 2022

Co-Teaching for Unsupervised Domain Adaptation and Expansion

Hailan Lin

Qijie Wei

Xirong Li

Ruixiang Zhao

Xirong Li

316

04 Apr 2022

Semantic-Aware Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2022

271

134

02 Apr 2022

A Unified Framework for Domain Adaptive Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022

205

01 Apr 2022

SimVQA: Exploring Simulated Environments for Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2022

Paola Cascante-Bonilla

213

31 Mar 2022

CycDA: Unsupervised Cycle Domain Adaptation from Image to VideoEuropean Conference on Computer Vision (ECCV), 2022

303

30 Mar 2022

Instance Relation Graph Guided Source-Free Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022

VS Vibashan

Poojan Oza

Vishal M. Patel

419

29 Mar 2022

Task-specific Inconsistency Alignment for Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022

Liang Zhao

Limin Wang

193

29 Mar 2022

LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object DetectionEuropean Conference on Computer Vision (ECCV), 2022

Jie Zhou

346

28 Mar 2022

Compound Domain Generalization via Meta-Knowledge EncodingComputer Vision and Pattern Recognition (CVPR), 2022

Chaoqi Chen

236

24 Mar 2022

A Broad Study of Pre-training for Domain Generalization and AdaptationEuropean Conference on Computer Vision (ECCV), 2022

333

22 Mar 2022

Boost Test-Time Performance with Closed-Loop Inference

Yaowei Wang

299

21 Mar 2022

Adversarial Mutual Leakage Network for Cell Image Segmentation

Hiroki Tsuda

Kazuhiro Hotta

GAN

172

20 Mar 2022

From Big to Small: Adaptive Learning to Partial-Set DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

183

14 Mar 2022

Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation

207

14 Mar 2022

GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal GrainsComputer Vision and Pattern Recognition (CVPR), 2022

Lei Fan

200

10 Mar 2022

Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization

Sofien Dhouib

S. Maghsudi

173

09 Mar 2022

Dynamic Instance Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2022

292

09 Mar 2022

Source-free Video Domain Adaptation by Learning Temporal Consistency for Action RecognitionEuropean Conference on Computer Vision (ECCV), 2022

Yuecong Xu

231

09 Mar 2022

Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022

Bo Zhang

Tao Chen

Bin Wang

251

03 Mar 2022

Learning Semantic Segmentation from Multiple Datasets with Label ShiftsEuropean Conference on Computer Vision (ECCV), 2022

204

28 Feb 2022

Attention-based Cross-Layer Domain Alignment for Unsupervised Domain AdaptationNeurocomputing (Neurocomputing), 2022

Xu Ma

Junkun Yuan

Yen-wei Chen

Ruofeng Tong

Lanfen Lin

144

27 Feb 2022

Multi-Source Unsupervised Domain Adaptation via Pseudo Target DomainIEEE Transactions on Image Processing (IEEE TIP), 2022

202

109

22 Feb 2022

Domain-Augmented Domain Adaptation

Qiuhao Zeng

Tianze Luo

Boyu Wang

228

21 Feb 2022

Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark StudyInternational Journal of Computer Vision (IJCV), 2022

Yuecong Xu

261

19 Feb 2022