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parameter-efficient fine-tuning

1,055 papers

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Papers

GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model ICML 2025 GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning EMNLP 2025 Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025 GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices ICCV 2025 GeoLoRA: Geometric integration for parameter efficient fine-tuning ICLR 2025 GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs ACL 2025 GinGer at SemEval-2025 Task 11: Leveraging Fine-Tuned Transformer Models and LoRA for Sentiment Analysis in Low-Resource Languages SemEval 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AAAI 2025 GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors EMNLP 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 HeadMap: Locating and Enhancing Knowledge Circuits in LLMs ICLR 2025 Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025 Hiding Images in Diffusion Models by Editing Learned Score Functions CVPR 2025 Hierarchical Attention Adapter for Abstractive Dialogue Summarization EMNLP 2025 HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models ICLR 2025 HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts ICLR 2025 How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness IJCNLP 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning EMNLP 2025 Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025 Interweaving Memories of a Siamese Large Language Model AAAI 2025