Transfer Learning

SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025 Sinhala Encoder-only Language Models and Evaluation ACL 2025 Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches COLING 2025 SiTa - Sinhala and Tamil Speaker Diarization Dataset in the Wild COLING 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 skLEP: A Slovak General Language Understanding Benchmark ACL 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages EMNLP 2025 SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025 Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025 ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025 ST-GCond: Self-supervised and Transferable Graph Dataset Condensation ICLR 2025 Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025 Story Generation with Large Language Models for African Languages ACL 2025 Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025