← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025
Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025
Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025
Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation AAAI 2025
Debate Helps Weak-to-Strong Generalization AAAI 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ACL 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning AAAI 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025
Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization AAAI 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025
Offline-to-Online Hyperparameter Transfer for Stochastic Bandits AAAI 2025
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025