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

Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026
EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers AAAI 2026
TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection AAAI 2026
MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026
Anchoring the Judge: Curriculum-Based Adaptation and Reference-Anchored MQM for LLM-Based Machine Translation of an Unseen Low-Resource Language - A Case of Nupe EACL 2026
uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026
DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026
Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026
The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026
PrAd: Prompt Adaptive Tuning for Decoder-only Language Models EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ACL 2025
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025
Temporal-Aware Soft Prompt Tuning for Automatic Text Dating NAACL 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 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