conftrace_

parameter-efficient tuning

156 papers

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Also known as

PET PETUNING

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) few-shot learning (3398) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) vision-language model (2348) pretrained language model (1030) language model (4599)

Papers

Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025
AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers AAAI 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis CVPR 2025
Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025
Temporal-Aware Soft Prompt Tuning for Automatic Text Dating NAACL 2025
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025
zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data EMNLP 2025
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025
MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
A Budget Recipe for Finetuning a Long-form Legal Summarization Model IJCNLP 2025
Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization AAAI 2025
Continual Personalization for Diffusion Models ICCV 2025