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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning IJCAI 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025
Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices WACV 2025
Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025
Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025
PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework ACL 2025
EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization ACL 2025
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025
Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation EMNLP 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025