← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
Causal-LLM: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery EMNLP 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Controllable-LPMoE: Adapting to Challenging Object Segmentation via Dynamic Local Priors from Mixture-of-Experts ICCV 2025
DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception WACV 2025
M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity AAAI 2025
Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025
GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git ACL 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025
RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ACL 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation WACV 2025
Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
Gaussian Deja-vu: Creating Controllable 3D Gaussian Head-Avatars with Enhanced Generalization and Personalization Abilities WACV 2025