transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning AAAI 2026

Direction Sensitivity–Based Knowledge Distillation: Optimization-Aware Low-Rank Knowledge Transfer AAAI 2026

Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks AAAI 2026

Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation AAAI 2026

Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study AAAI 2026

RiverScope: High-Resolution River Masking Dataset AAAI 2026

Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract) AAAI 2026

Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract) AAAI 2026

Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design AAAI 2026

Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025

LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025

Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025

Recent Advancements and Challenges of Turkic Central Asian Language Processing COLING 2025

Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025

Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025

DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing ACL 2025

Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection ACL 2025

Length-Induced Embedding Collapse in PLM-based Models ACL 2025

Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025

Language verY Rare for All COLING 2025

Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025

PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025

CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification ACL 2025