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Fine-Tuning

704 directly classified papers

Papers per year

Papers

Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AAAI 2025
Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models AAAI 2025
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors AAAI 2025
CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025
Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025
WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025
TTE: Two Tokens Are Enough to Improve Parameter-Efficient Tuning AAAI 2025
JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025
Selective Visual Prompting in Vision Mamba AAAI 2025
Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality AAAI 2025
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think WACV 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025
Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025
Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025
Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025
LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening AAAI 2025
DweshVaani: An LLM for Detecting Religious Hate Speech in Code-Mixed Hindi-English COLING 2025
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025