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Domain Adaptation

8656 directly classified papers

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Papers

Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study EACL 2026
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation EACL 2026
TELLME: Test-Enhanced Learning for Language Model Enrichment EACL 2026
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026
FedSCAl: Leveraging Server and Client Alignment for Unsupervised Federated Source-Free Domain Adaptation WACV 2026
Referring Change Detection in Remote Sensing Imagery WACV 2026
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion WACV 2026
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026
MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026
ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026
Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts WACV 2026
FairVLM: Enhancing Fairness and Prompt Sensitivity in Vision Language Models for Medical Image Segmentation WACV 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026
BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026
Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation WACV 2026
AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026
BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data EACL 2026
Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English EACL 2026
VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics WACV 2026
Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data WACV 2026
CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026
General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood WACV 2026