Transfer Learning

Model Merging for Knowledge Editing ACL 2025 Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025 MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models CVPR 2025 MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 Multilingual Pretraining for Pixel Language Models EMNLP 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models NAACL 2025 MV-Adapter: Multi-View Consistent Image Generation Made Easy ICCV 2025 MVMD: A Multi-View Approach for Enhanced Mirror Detection WACV 2025 MVTrajecter: Multi-View Pedestrian Tracking with Trajectory Motion Cost and Trajectory Appearance Cost ICCV 2025 Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning ICML 2025 Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ACL 2025 Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025 NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025 NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025 Non-Standard Accent TTS Support via Large Multi-Accent Frontend Pronunciation Knowledge Transfer Interspeech 2025 Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025 NTTSU at WMT2025 General Translation Task EMNLP 2025 Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimization AutoML 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025