← Learning Types
Machine Learning › Learning Types ›

Transfer Learning

3884 directly classified papers

Papers per year

Papers

DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance AAAI 2026
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation AAAI 2026
A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026
Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026
From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026
HACS-TL: Cross-Script Transfer Learning for Hausa Ajami Hate Speech Detection Using Transformer-Based Architecture EACL 2026
Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation EACL 2026
Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study AAAI 2026
MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment AAAI 2026
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025
Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025
Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025
A Survey of Generative Information Extraction COLING 2025
Transferring Foundation Models for Generalizable Robotic Manipulation WACV 2025
Class-Wise Federated Averaging for Efficient Personalization ICCV 2025
DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025
DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation ICCV 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Findings of WMT 2025 Shared Task on Low-resource Indic Languages Translation EMNLP 2025
KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 2025
Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025
Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025
The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025
One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025