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PEFT | Glossary | ScienceToStartup
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Glossary
PEFT
PEFT
Definition
PEFT is a library in our research taxonomy.
Related papers
Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis
Efficient Fine-Tuning Methods for Portuguese Question Answering: A Comparative Study of PEFT on BERTimbau and Exploratory Evaluation of Generative LLMs
OptiSAR-Net++: A Large-Scale Benchmark and Transformer-Free Framework for Cross-Domain Remote Sensing Visual Grounding
HandVQA: Diagnosing and Improving Fine-Grained Spatial Reasoning about Hands in Vision-Language Models
Detection of Illicit Content on Online Marketplaces using Large Language Models
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants
Scaling DoRA: High-Rank Adaptation via Factored Norms and Fused Kernels
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Controllable Reasoning Models Are Private Thinkers
AviationLMM: A Large Multimodal Foundation Model for Civil Aviation
Multimodal Behavior Tree Generation: A Small Vision-Language Model for Robot Task Planning
PEFT-MuTS: A Multivariate Parameter-Efficient Fine-Tuning Framework for Remaining Useful Life Prediction based on Cross-domain Time Series Representation Model
When Domain Pretraining Interferes with Instruction Alignment: An Empirical Study of Adapter Merging in Medical LLMs
Representation Finetuning for Continual Learning
Self-Auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation
Exploring parameter-efficient fine-tuning (PEFT) of billion-parameter vision models with QLoRA and DoRA: insights into generalization for limited-data image classification under a 98:1 test-to-train regime
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