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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025
Parallel Corpora for Machine Translation in Low-Resource Indic Languages: A Comprehensive Review NAACL 2025
Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025
Synthetic Lyrics Detection Across Languages and Genres NAACL 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
ACL 2025 Industry Track: Overview ACL 2025
Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025
Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
Magic Insert: Style-Aware Drag-and-Drop ICCV 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance CVPR 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025
Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025