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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Hierarchical Cross-modal Prompt Learning for Vision-Language Models ICCV 2025
ART: Adaptive Relation Tuning for Generalized Relation Prediction ICCV 2025
Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025
A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025
Hyperbolic-Constraint Point Cloud Reconstruction from Single RGB-D Images AAAI 2025
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval AAAI 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction ACL 2025
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025
Yankari: Monolingual Yoruba Dataset ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025