Browse State-of-the-Art › parameter-efficient fine-tuning › Papers, page 9

parameter-efficient fine-tuning

Papers archive 2025-07-28

archive papers tagged: 935 · with a code link: 441 · where Syntology ran a sample: 198 (176 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (198 of 935 tagged: 176 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument)

Page 9 of 10: papers 801 to 900 of 935, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Certified PEFTSmoothing: Parameter-Efficient Fine-Tuning with Randomized Smoothing
  8 Apr 2024 0 repositories listed
• DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model
  8 Apr 2024 0 repositories listed
• Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models
  6 Apr 2024 0 repositories listed
• Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
  5 Apr 2024 0 repositories listed
• GP-MoLFormer: A Foundation Model For Molecular Generation
  4 Apr 2024 0 repositories listed
• Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
  3 Apr 2024 0 repositories listed
• Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs
  1 Apr 2024 0 repositories listed
• Query-driven Relevant Paragraph Extraction from Legal Judgments
  31 Mar 2024 0 repositories listed
• LayerNorm: A key component in parameter-efficient fine-tuning
  29 Mar 2024 0 repositories listed
• ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models
  24 Mar 2024 0 repositories listed
• A Single Linear Layer Yields Task-Adapted Low-Rank Matrices
  22 Mar 2024 0 repositories listed
• Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
  21 Mar 2024 0 repositories listed
• AdaViPro: Region-based Adaptive Visual Prompt for Large-Scale Models Adapting
  20 Mar 2024 0 repositories listed
• AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models
  20 Mar 2024 0 repositories listed
• AdaFish: Fast low-rank parameter-efficient fine-tuning by using second-order information
  19 Mar 2024 0 repositories listed
• FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications
  18 Mar 2024 0 repositories listed
• Improving LoRA in Privacy-preserving Federated Learning
  18 Mar 2024 0 repositories listed
• Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model
  18 Mar 2024 0 repositories listed
• An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model
  13 Mar 2024 0 repositories listed
• Targeted Efficient Fine-tuning: Optimizing Parameter Updates with Data-Driven Sample Selection
  13 Mar 2024 0 repositories listed
• Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
  12 Mar 2024 0 repositories listed
• Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning
  12 Mar 2024 0 repositories listed
• DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models
  27 Feb 2024 0 repositories listed
• Inducing Generalization across Languages and Tasks using Featurized Low-Rank Mixtures
  27 Feb 2024 0 repositories listed
• A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge
  26 Feb 2024 0 repositories listed
• MIP: CLIP-based Image Reconstruction from PEFT Gradients
  26 Feb 2024 0 repositories listed
• PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization
  25 Feb 2024 0 repositories listed
• Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
  24 Feb 2024 0 repositories listed
• Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?
  23 Feb 2024 0 repositories listed
• PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning
  23 Feb 2024 0 repositories listed
• Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening
  22 Feb 2024 0 repositories listed
• Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
  19 Feb 2024 0 repositories listed
• NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization
  19 Feb 2024 0 repositories listed
• SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning
  19 Feb 2024 0 repositories listed
• Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
  18 Feb 2024 0 repositories listed
• Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks
  16 Feb 2024 0 repositories listed
• Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning
  16 Feb 2024 0 repositories listed
• Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP
  14 Feb 2024 0 repositories listed
• LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation
  12 Feb 2024 0 repositories listed
• L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models
  7 Feb 2024 0 repositories listed
• Low-rank Attention Side-Tuning for Parameter-Efficient Fine-Tuning
  6 Feb 2024 0 repositories listed
• Enhancing the efficiency of protein language models with minimal wet-lab data through few-shot learning
  3 Feb 2024 0 repositories listed
• LoTR: Low Tensor Rank Weight Adaptation
  2 Feb 2024 0 repositories listed
• X-PEFT: eXtremely Parameter-Efficient Fine-Tuning for Extreme Multi-Profile Scenarios
  29 Jan 2024 0 repositories listed
• The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness
  25 Jan 2024 0 repositories listed
• PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation
  20 Jan 2024 0 repositories listed
• FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
  19 Jan 2024 0 repositories listed
• OrchMoE: Efficient Multi-Adapter Learning with Task-Skill Synergy
  19 Jan 2024 0 repositories listed
• Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers
  18 Jan 2024 0 repositories listed
• Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
  11 Jan 2024 0 repositories listed
• Scaling Laws for Forgetting When Fine-Tuning Large Language Models
  11 Jan 2024 0 repositories listed
• A Survey on Efficient Federated Learning Methods for Foundation Model Training
  9 Jan 2024 0 repositories listed
• Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning
  8 Jan 2024 0 repositories listed
• Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering
  3 Jan 2024 0 repositories listed
• A Split-and-Privatize Framework for Large Language Model Fine-Tuning
  25 Dec 2023 0 repositories listed
• Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers
  25 Dec 2023 0 repositories listed
• Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models
  22 Dec 2023 0 repositories listed
• Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
  19 Dec 2023 0 repositories listed
• Towards Efficient Vision-Language Tuning: More Information Density, More Generalizability
  17 Dec 2023 0 repositories listed
• Context-PEFT: Efficient Multi-Modal, Multi-Task Fine-Tuning
  14 Dec 2023 0 repositories listed
• ICL Markup: Structuring In-Context Learning using Soft-Token Tags
  12 Dec 2023 0 repositories listed
• Aligner: One Global Token is Worth Millions of Parameters When Aligning Large Language Models
  9 Dec 2023 0 repositories listed
• Fine-tuning vision foundation model for crack segmentation in civil infrastructures
  7 Dec 2023 0 repositories listed
• Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning
  6 Dec 2023 0 repositories listed
• PEFTDebias : Capturing debiasing information using PEFTs
  1 Dec 2023 0 repositories listed
• HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models
  30 Nov 2023 0 repositories listed
• A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA
  28 Nov 2023 0 repositories listed
• Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model
  28 Nov 2023 0 repositories listed
• Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper
  22 Nov 2023 0 repositories listed
• PEFT-MedAware: Large Language Model for Medical Awareness
  17 Nov 2023 0 repositories listed
• To be or not to be? an exploration of continuously controllable prompt engineering
  16 Nov 2023 0 repositories listed
• Assessing Translation capabilities of Large Language Models involving English and Indian Languages
  15 Nov 2023 0 repositories listed
• HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation
  15 Nov 2023 0 repositories listed
• Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization
  15 Nov 2023 0 repositories listed
• On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model
  14 Nov 2023 0 repositories listed
• Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
  14 Nov 2023 0 repositories listed
• BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing
  30 Oct 2023 0 repositories listed
• FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing
  26 Oct 2023 0 repositories listed
• Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
  25 Oct 2023 0 repositories listed
• Improving generalization in large language models by learning prefix subspaces
  24 Oct 2023 0 repositories listed
• Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models
  24 Oct 2023 0 repositories listed
• Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing
  23 Oct 2023 0 repositories listed
• Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling
  18 Oct 2023 0 repositories listed
• QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources
  11 Oct 2023 0 repositories listed
• TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
  9 Oct 2023 0 repositories listed
• Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
  7 Oct 2023 0 repositories listed
• Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning
  6 Oct 2023 0 repositories listed
• PETA: Parameter-Efficient Trojan Attacks
  1 Oct 2023 0 repositories listed
• LoRA ensembles for large language model fine-tuning
  29 Sep 2023 0 repositories listed
• Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities
  28 Sep 2023 0 repositories listed
• LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression
  25 Sep 2023 0 repositories listed
• PEFTT: Parameter-Efficient Fine-Tuning for low-resource Tibetan pre-trained language models
  21 Sep 2023 0 repositories listed
• Sparsely Shared LoRA on Whisper for Child Speech Recognition
  21 Sep 2023 0 repositories listed
• Test-Time Training for Speech
  19 Sep 2023 0 repositories listed
• Enhancing Multilingual Speech Recognition through Language Prompt Tuning and Frame-Level Language Adapter
  18 Sep 2023 0 repositories listed
• Scaled Prompt-Tuning for Few-Shot Natural Language Generation
  13 Sep 2023 0 repositories listed
• SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction
  28 Aug 2023 0 repositories listed
• LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning
  22 Aug 2023 0 repositories listed
• SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
  12 Aug 2023 0 repositories listed
• WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset
  7 Aug 2023 0 repositories listed