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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

MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025
Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025
Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Core Knowledge Learning Framework for Graph AAAI 2025
Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025
HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
Excluding the Impossible for Open Vocabulary Semantic Segmentation AAAI 2025
KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning AAAI 2025