conftrace_

parameter-efficient fine-tuning

736 papers

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Also known as

PEFT

Co-occurring keywords

low-rank adaptation (560) large language model (13587) model compression (3302) transfer learning (5449) parameter efficient fine-tuning (168) knowledge distillation (3725) few-shot learning (3398) domain adaptation (4595) vision-language model (2348) language model (4599)

Papers

Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval AAAI 2026

ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM AAAI 2026

RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models AAAI 2026

OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models AAAI 2026

Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty AAAI 2026

qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs AAAI 2026

LoKI: Low-Damage Knowledge Implanting of Large Language Models AAAI 2026

OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning AAAI 2026

Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026

PEFT-DML: Parameter-Efficient Fine-Tuning Deep Metric Learning for Robust Multi-Modal 3D Object Detection in Autonomous Driving (Student Abstract) AAAI 2026

Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT AAAI 2026

GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning AAAI 2026

GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026

MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026

ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026

PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark EACL 2026

PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models EACL 2026

Intention-Adaptive LLM Fine-Tuning for Text Revision Generation EACL 2026

MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026

Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation EACL 2026

PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling ACL 2026