Transfer Learning

Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages EMNLP 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Conformal Prediction Under Generalized Covariate Shift with Posterior Drift AISTATS 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation ICCV 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 Correcting Large Language Model Behavior via Influence Function AAAI 2025 CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025 CraftGraffiti: Exploring Human Identity with Custom Graffiti Art via Facial-Preserving Diffusion Models NeurIPS 2025 Cross-Document Event-Keyed Summarization ACL 2025 Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025 Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025 Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR Interspeech 2025 CROSSNEWS: A Cross-Genre Authorship Verification and Attribution Benchmark AAAI 2025 CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025 CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ACL 2025 Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025 Customizing Domain Adapters for Domain Generalization ICCV 2025 CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training AAAI 2025 D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025 D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025