← Learning Types
Machine Learning › Learning Types ›

Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Sample Complexity for Distributionally Robust Learning under chi-square divergence JMLR 2023
A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion ICCV 2023
Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators JMLR 2023
Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023
Video Test-Time Adaptation for Action Recognition CVPR 2023
Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning CVPR 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification ACL 2023
OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation CVPR 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR INTERSPEECH 2023
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023
Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023
Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval CVPR 2023
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification AAAI 2023
Guiding Pseudo-Labels With Uncertainty Estimation for Source-Free Unsupervised Domain Adaptation CVPR 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection CVPR 2023
Domain Adaptation under Missingness Shift AISTATS 2023
Global-Local Regularization Via Distributional Robustness AISTATS 2023
HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow CVPR 2023