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Domain Adaptation

8656 directly classified papers

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Papers

Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025
ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025
SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025
CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation WACV 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025
Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation WACV 2025