Transfer Learning

Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025 The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 Tokenization is Sensitive to Language Variation ACL 2025 Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025 TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025 TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025 TOTP: Transferable Online Pedestrian Trajectory Prediction with Temporal-Adaptive Mamba Latent Diffusion ICCV 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards compact and efficient Slovak summarization models ACL 2025 Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025 Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models NAACL 2025 Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards Infinite-Long Prefix in Transformer EMNLP 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025 Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis ICML 2025 Towards Universal Dataset Distillation via Task-Driven Diffusion CVPR 2025 Towards Visual Localization Interoperability: Cross-Feature for Collaborative Visual Localization and Mapping ICCV 2025