Browse State-of-the-Art › parameter-efficient fine-tuning › Papers, page 8

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 8 of 10: papers 701 to 800 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.

• From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
  16 Sep 2024 0 repositories listed
• COMFORT: A Continual Fine-Tuning Framework for Foundation Models Targeted at Consumer Healthcare
  14 Sep 2024 0 repositories listed
• Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights
  13 Sep 2024 0 repositories listed
• SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values
  9 Sep 2024 0 repositories listed
• Deconfounded Causality-aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs
  4 Sep 2024 0 repositories listed
• iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
  4 Sep 2024 0 repositories listed
• Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA
  4 Sep 2024 0 repositories listed
• A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis
  2 Sep 2024 0 repositories listed
• User-Specific Dialogue Generation with User Profile-Aware Pre-Training Model and Parameter-Efficient Fine-Tuning
  2 Sep 2024 0 repositories listed
• FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization
  28 Aug 2024 0 repositories listed
• Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization
  28 Aug 2024 0 repositories listed
• Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training
  27 Aug 2024 0 repositories listed
• Advancing Enterprise Spatio-Temporal Forecasting Applications: Data Mining Meets Instruction Tuning of Language Models For Multi-modal Time Series Analysis in Low-Resource Settings
  24 Aug 2024 0 repositories listed
• Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks
  21 Aug 2024 0 repositories listed
• Towards Inducing Document-Level Abilities in Standard Multilingual Neural Machine Translation Models
  21 Aug 2024 0 repositories listed
• Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-Tuning
  20 Aug 2024 0 repositories listed
• Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony
  18 Aug 2024 0 repositories listed
• MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair
  18 Aug 2024 0 repositories listed
• NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models
  18 Aug 2024 0 repositories listed
• A New Chinese Landscape Paintings Generation Model based on Stable Diffusion using DreamBooth
  16 Aug 2024 0 repositories listed
• Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning
  16 Aug 2024 0 repositories listed
• Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
  16 Aug 2024 0 repositories listed
• LLMI3D: Empowering LLM with 3D Perception from a Single 2D Image
  14 Aug 2024 0 repositories listed
• From Words to Worth: Newborn Article Impact Prediction with LLM
  7 Aug 2024 0 repositories listed
• Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi
  6 Aug 2024 0 repositories listed
• SARA: Singular-Value Based Adaptive Low-Rank Adaption
  6 Aug 2024 0 repositories listed
• FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning
  6 Aug 2024 0 repositories listed
• Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs
  2 Aug 2024 0 repositories listed
• MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts
  2 Aug 2024 0 repositories listed
• ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks
  28 Jul 2024 0 repositories listed
• Parameter-Efficient Fine-Tuning via Circular Convolution
  27 Jul 2024 0 repositories listed
• Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
  24 Jul 2024 0 repositories listed
• Zero-Shot Embeddings Inform Learning and Forgetting with Vision-Language Encoders
  22 Jul 2024 0 repositories listed
• Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models
  17 Jul 2024 0 repositories listed
• Turning Generative Models Degenerate: The Power of Data Poisoning Attacks
  17 Jul 2024 0 repositories listed
• Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification
  16 Jul 2024 0 repositories listed
• Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction
  10 Jul 2024 0 repositories listed
• GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
  5 Jul 2024 0 repositories listed
• Investigating Decoder-only Large Language Models for Speech-to-text Translation
  3 Jul 2024 0 repositories listed
• CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications
  2 Jul 2024 0 repositories listed
• FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs
  2 Jul 2024 0 repositories listed
• HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into Multi-Task Transformers for Sequence Labelling
  1 Jul 2024 0 repositories listed
• SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
  1 Jul 2024 0 repositories listed
• Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
  24 Jun 2024 0 repositories listed
• Federated Adversarial Learning for Robust Autonomous Landing Runway Detection
  22 Jun 2024 0 repositories listed
• Unlocking the Global Synergies in Low-Rank Adapters
  21 Jun 2024 0 repositories listed
• Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable Bayesian Gates
  18 Jun 2024 0 repositories listed
• ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
  16 Jun 2024 0 repositories listed
• Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
  16 Jun 2024 0 repositories listed
• Parameter-Efficient Active Learning for Foundational models
  13 Jun 2024 0 repositories listed
• PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
  13 Jun 2024 0 repositories listed
• A Parameter-efficient Language Extension Framework for Multilingual ASR
  10 Jun 2024 0 repositories listed
• A Survey of Recent Backdoor Attacks and Defenses in Large Language Models
  10 Jun 2024 0 repositories listed
• An Improved Empirical Fisher Approximation for Natural Gradient Descent
  10 Jun 2024 0 repositories listed
• Efficient Differentially Private Fine-Tuning of Diffusion Models
  7 Jun 2024 0 repositories listed
• Hypernetworks for Personalizing ASR to Atypical Speech
  6 Jun 2024 0 repositories listed
• VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation
  6 Jun 2024 0 repositories listed
• Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision
  5 Jun 2024 0 repositories listed
• Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need
  5 Jun 2024 0 repositories listed
• Differentially Private Fine-Tuning of Diffusion Models
  3 Jun 2024 0 repositories listed
• SwitchLoRA: Switched Low-Rank Adaptation Can Learn Full-Rank Information
  3 Jun 2024 0 repositories listed
• Mamba State-Space Models Are Lyapunov-Stable Learners
  31 May 2024 0 repositories listed
• SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation
  30 May 2024 0 repositories listed
• Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation
  29 May 2024 0 repositories listed
• RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
  29 May 2024 0 repositories listed
• IAPT: Instruction-Aware Prompt Tuning for Large Language Models
  28 May 2024 0 repositories listed
• Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning
  28 May 2024 0 repositories listed
• Sparsity- and Hybridity-Inspired Visual Parameter-Efficient Fine-Tuning for Medical Diagnosis
  28 May 2024 0 repositories listed
• Self-Corrected Multimodal Large Language Model for End-to-End Robot Manipulation
  27 May 2024 0 repositories listed
• Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
  27 May 2024 0 repositories listed
• BiSup: Bidirectional Quantization Error Suppression for Large Language Models
  24 May 2024 0 repositories listed
• Pre-Trained Vision-Language Models as Partial Annotators
  23 May 2024 0 repositories listed
• FeTT: Continual Class Incremental Learning via Feature Transformation Tuning
  20 May 2024 0 repositories listed
• HARIS: Human-Like Attention for Reference Image Segmentation
  17 May 2024 0 repositories listed
• SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning
  15 May 2024 0 repositories listed
• DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
  10 May 2024 0 repositories listed
• Parameter-Efficient Fine-Tuning With Adapters
  9 May 2024 0 repositories listed
• Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection
  9 May 2024 0 repositories listed
• CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization
  8 May 2024 0 repositories listed
• ELiTe: Efficient Image-to-LiDAR Knowledge Transfer for Semantic Segmentation
  7 May 2024 0 repositories listed
• Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning
  4 May 2024 0 repositories listed
• TartuNLP at EvaLatin 2024: Emotion Polarity Detection
  2 May 2024 0 repositories listed
• Investigating Automatic Scoring and Feedback using Large Language Models
  1 May 2024 0 repositories listed
• MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model
  1 May 2024 0 repositories listed
• RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
  1 May 2024 0 repositories listed Syntology 6 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• SPAFIT: Stratified Progressive Adaptation Fine-tuning for Pre-trained Large Language Models
  30 Apr 2024 0 repositories listed
• FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition
  29 Apr 2024 0 repositories listed
• Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
  28 Apr 2024 0 repositories listed
• Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models
  25 Apr 2024 0 repositories listed
• Gated Low-rank Adaptation for personalized Code-Switching Automatic Speech Recognition on the low-spec devices
  24 Apr 2024 0 repositories listed
• External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection
  23 Apr 2024 0 repositories listed
• Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
  21 Apr 2024 0 repositories listed
• Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer
  19 Apr 2024 0 repositories listed
• iTBLS: A Dataset of Interactive Conversations Over Tabular Information
  19 Apr 2024 0 repositories listed
• TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
  19 Apr 2024 0 repositories listed
• Skeleton: A New Framework for Accelerating Language Models via Task Neuron Localized Prompt Tuning
  18 Apr 2024 0 repositories listed
• Exact and Efficient Unlearning for Large Language Model-based Recommendation
  16 Apr 2024 0 repositories listed
• LoRA Dropout as a Sparsity Regularizer for Overfitting Control
  15 Apr 2024 0 repositories listed
• Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models
  9 Apr 2024 0 repositories listed
• Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures
  9 Apr 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.