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Transfer Learning

1113 directly classified papers

Papers per year

Papers

ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen EACL 2026
Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026
EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design AAAI 2026
S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening AAAI 2026
UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models WACV 2026
Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026
MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026
Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026
A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning AAAI 2026
Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes. ICCV 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025
From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting NAACL 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition ICCV 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
Language verY Rare for All COLING 2025
BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context COLING 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025