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Transfer Learning

8078 directly classified papers

Papers per year

Papers

MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026
TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal Modeling WACV 2026
CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026
AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages EACL 2026
LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding EACL 2026
DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026
Sun-E: Dataset and Benchmark for Event-Based Sun Sensing WACV 2026
MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026
"We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026
When Semantic Overlap Is Not Enough: Cross-Lingual Euphemism Transfer Between Turkish and English EACL 2026
From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models EACL 2026
Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026
Harder than Finding the Lost Sheep? Towards Automatically Suggesting Deliberate Metaphor Annotations in German Sermons EACL 2026
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval EACL 2026
DINOv3-Powered Multi-Task Foundation Model for Quantitative Remote Sensing Estimation (Student Abstract) AAAI 2026
Understanding the Management of Rape Trauma with AI and Neuroimaging AAAI 2026
Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia AAAI 2026
VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management AAAI 2026
Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework EACL 2026
Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026
Stratos: An End-to-End Distillation Pipeline for Customized LLMs Under Distributed Cloud Environments AAAI 2026
Explain-from-Stroke: Capturing Invisible Learning Processes Through Handwriting Dynamics Analysis AAAI 2026
Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026
Efficient Robot Learning from Diverse Data AAAI 2026