Transfer Learning

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025 A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025 ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding CVPR 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025 Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025 Assessing and Learning Alignment of Unimodal Vision and Language Models CVPR 2025 Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence ICML 2025 A Systematic Analysis of Base Model Choice for Reward Modeling EMNLP 2025 A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025 Automating Violence Detection and Categorization from Ancient Texts NAACL 2025 AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025 Basic Reading Distillation ACL 2025 Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025 Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases ACL 2025 Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation ICML 2025 BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation ICLR 2025 Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025 Bootstrapping AI: Interdisciplinary Approaches to Assessing OCR Quality in English-Language Historical Documents NAACL 2025 Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025