Browse State-of-the-Art › parameter-efficient fine-tuning › Papers, page 6

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 6 of 10: papers 501 to 600 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.

• NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
  25 Apr 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Parameter-Efficient Checkpoint Merging via Metrics-Weighted Averaging
  23 Apr 2025 0 repositories listed
• Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images
  23 Apr 2025 0 repositories listed
• Low-Rank Adaptation of Neural Fields
  22 Apr 2025 0 repositories listed
• SOLIDO: A Robust Watermarking Method for Speech Synthesis via Low-Rank Adaptation
  21 Apr 2025 0 repositories listed
• What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale
  21 Apr 2025 0 repositories listed
• Efficient Federated Split Learning for Large Language Models over Communication Networks
  20 Apr 2025 0 repositories listed
• Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
  20 Apr 2025 0 repositories listed
• Vision-Centric Representation-Efficient Fine-Tuning for Robust Universal Foreground Segmentation
  20 Apr 2025 0 repositories listed
• PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
  19 Apr 2025 0 repositories listed
• 6G WavesFM: A Foundation Model for Sensing, Communication, and Localization
  18 Apr 2025 0 repositories listed
• HSACNet: Hierarchical Scale-Aware Consistency Regularized Semi-Supervised Change Detection
  18 Apr 2025 0 repositories listed
• Parameter-Efficient Continual Fine-Tuning: A Survey
  18 Apr 2025 0 repositories listed
• You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models
  16 Apr 2025 0 repositories listed
• A Decade of Wheat Mapping for Lebanon
  15 Apr 2025 0 repositories listed
• Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection
  14 Apr 2025 0 repositories listed
• Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
  11 Apr 2025 0 repositories listed
• Teaching pathology foundation models to accurately predict gene expression with parameter efficient knowledge transfer
  9 Apr 2025 0 repositories listed
• FISH-Tuning: Enhancing PEFT Methods with Fisher Information
  5 Apr 2025 0 repositories listed
• Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation
  2 Apr 2025 0 repositories listed
• Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations
  1 Apr 2025 0 repositories listed
• MetaLoRA: Tensor-Enhanced Adaptive Low-Rank Fine-tuning
  1 Apr 2025 0 repositories listed
• Mixture of Routers
  30 Mar 2025 0 repositories listed
• Efficient Adaptation For Remote Sensing Visual Grounding
  29 Mar 2025 0 repositories listed
• AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models
  27 Mar 2025 0 repositories listed
• RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts
  27 Mar 2025 0 repositories listed
• Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning
  26 Mar 2025 0 repositories listed
• Explainable ICD Coding via Entity Linking
  26 Mar 2025 0 repositories listed
• Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters
  24 Mar 2025 0 repositories listed
• VTD-CLIP: Video-to-Text Discretization via Prompting CLIP
  24 Mar 2025 0 repositories listed
• Visual Variational Autoencoder Prompt Tuning
  22 Mar 2025 0 repositories listed
• PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition
  21 Mar 2025 0 repositories listed
• TRACE: Time SeRies PArameter EffiCient FinE-tuning
  21 Mar 2025 0 repositories listed
• VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
  20 Mar 2025 0 repositories listed
• FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation
  19 Mar 2025 0 repositories listed
• MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
  18 Mar 2025 0 repositories listed
• Quantum-Enhanced LLM Efficient Fine Tuning
  17 Mar 2025 0 repositories listed
• Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding
  14 Mar 2025 0 repositories listed
• Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout
  13 Mar 2025 0 repositories listed
• Enhancing Aviation Communication Transcription: Fine-Tuning Distil-Whisper with LoRA
  13 Mar 2025 0 repositories listed
• Singular Value Fine-tuning for Few-Shot Class-Incremental Learning
  13 Mar 2025 0 repositories listed
• Enhanced Continual Learning of Vision-Language Models with Model Fusion
  12 Mar 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness
  12 Mar 2025 0 repositories listed
• MoFE: Mixture of Frozen Experts Architecture
  9 Mar 2025 0 repositories listed
• Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma
  8 Mar 2025 0 repositories listed
• LoRACode: LoRA Adapters for Code Embeddings
  7 Mar 2025 0 repositories listed
• Personalized Text Generation with Contrastive Activation Steering
  7 Mar 2025 0 repositories listed
• Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA
  5 Mar 2025 0 repositories listed
• PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
  3 Mar 2025 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning
  26 Feb 2025 0 repositories listed
• LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
  26 Feb 2025 0 repositories listed
• SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models
  25 Feb 2025 0 repositories listed
• ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
  22 Feb 2025 0 repositories listed
• R³Mem: Bridging Memory Retention and Retrieval via Reversible Compression
  21 Feb 2025 0 repositories listed
• Generative Modeling of Individual Behavior at Scale
  20 Feb 2025 0 repositories listed
• LoRA-GGPO: Mitigating Double Descent in LoRA Fine-Tuning via Gradient-Guided Perturbation Optimization
  20 Feb 2025 0 repositories listed
• Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning
  20 Feb 2025 0 repositories listed
• BeamLoRA: Beam-Constraint Low-Rank Adaptation
  19 Feb 2025 0 repositories listed
• Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition
  19 Feb 2025 0 repositories listed
• LSR-Adapt: Ultra-Efficient Parameter Tuning with Matrix Low Separation Rank Kernel Adaptation
  19 Feb 2025 0 repositories listed
• GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
  18 Feb 2025 0 repositories listed
• Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
  18 Feb 2025 0 repositories listed
• Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
  17 Feb 2025 0 repositories listed
• FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
  17 Feb 2025 0 repositories listed
• Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA
  14 Feb 2025 0 repositories listed
• DiffoRA: Enabling Parameter-Efficient LLM Fine-Tuning via Differential Low-Rank Matrix Adaptation
  13 Feb 2025 0 repositories listed
• LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
  12 Feb 2025 0 repositories listed
• MoLoRec: A Generalizable and Efficient Framework for LLM-Based Recommendation
  12 Feb 2025 0 repositories listed
• Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters
  10 Feb 2025 0 repositories listed
• Model Diffusion for Certifiable Few-shot Transfer Learning
  10 Feb 2025 0 repositories listed
• ULPT: Prompt Tuning with Ultra-Low-Dimensional Optimization
  6 Feb 2025 0 repositories listed
• Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training
  5 Feb 2025 0 repositories listed
• FedP²EFT: Federated Learning to Personalize Parameter Efficient Fine-Tuning for Multilingual LLMs
  5 Feb 2025 0 repositories listed
• LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
  5 Feb 2025 0 repositories listed
• RandLoRA: Full-rank parameter-efficient fine-tuning of large models
  3 Feb 2025 0 repositories listed
• Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA
  3 Feb 2025 0 repositories listed
• Norm-Bounded Low-Rank Adaptation
  31 Jan 2025 0 repositories listed
• Enhancing Large Language Model Efficiencyvia Symbolic Compression: A Formal Approach Towards Interpretability
  30 Jan 2025 0 repositories listed
• High-Accuracy ECG Image Interpretation using Parameter-Efficient LoRA Fine-Tuning with Multimodal LLaMA 3.2
  30 Jan 2025 0 repositories listed
• LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
  27 Jan 2025 0 repositories listed
• Decentralized Low-Rank Fine-Tuning of Large Language Models
  26 Jan 2025 0 repositories listed
• Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation
  26 Jan 2025 0 repositories listed
• LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs
  26 Jan 2025 0 repositories listed
• Complementary Subspace Low-Rank Adaptation of Vision-Language Models for Few-Shot Classification
  25 Jan 2025 0 repositories listed
• Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models
  24 Jan 2025 0 repositories listed
• Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs
  21 Jan 2025 0 repositories listed
• OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning
  17 Jan 2025 0 repositories listed
• LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning
  15 Jan 2025 0 repositories listed
• Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models
  15 Jan 2025 0 repositories listed
• A Multi-Encoder Frozen-Decoder Approach for Fine-Tuning Large Language Models
  14 Jan 2025 0 repositories listed
• Optimizing Language Models for Grammatical Acceptability: A Comparative Study of Fine-Tuning Techniques
  14 Jan 2025 0 repositories listed
• TriAdaptLoRA: Brain-Inspired Triangular Adaptive Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
  14 Jan 2025 0 repositories listed
• A Hessian-informed hyperparameter optimization for differential learning rate
  12 Jan 2025 0 repositories listed
• Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives
  11 Jan 2025 0 repositories listed
• A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model
  9 Jan 2025 0 repositories listed
• TADFormer : Task-Adaptive Dynamic Transformer for Efficient Multi-Task Learning
  8 Jan 2025 0 repositories listed
• MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention
  7 Jan 2025 0 repositories listed
• Efficient Deployment of Large Language Models on Resource-constrained Devices
  5 Jan 2025 0 repositories listed
• tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation
  4 Jan 2025 0 repositories listed
• SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
  3 Jan 2025 0 repositories listed

Syntology lines on 3 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.