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

Interpretable Safety Alignment via SAE-Constructed Low-Rank Subspace Adaptation ACL 2026
Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs ACL 2026
TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models ACL 2026
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models ACL 2026
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models WACV 2025
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection WACV 2025
QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation ICCV 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
FonTS: Text Rendering With Typography and Style Controls ICCV 2025
The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Differentially Private Fine-Tuning of Diffusion Models ICCV 2025
Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025
Block Circulant Adapter for Large Language Models IJCAI 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025