Transfer Learning

Synthetic continued pretraining ICLR 2025 Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems ICML 2025 TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning CVPR 2025 Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection ACL 2025 Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation ACL 2025 TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition CVPR 2025 Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025 TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs SemEval 2025 Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025 TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025 Teaching LLMs How to Learn with Contextual Fine-Tuning ICLR 2025 Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025 TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image WACV 2025 Temporal Reasoning Transfer from Text to Video ICLR 2025 Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025 Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025 Test-time Adaptation for Regression by Subspace Alignment ICLR 2025 Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes ICML 2025 Test-Time Adaptation with Binary Feedback ICML 2025 Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation CVPR 2025