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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 10 of 10: papers 901 to 935 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.

• MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition
  3 Aug 2023 0 repositories listed
• Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives
  31 Jul 2023 0 repositories listed
• SuryaKiran at MEDIQA-Sum 2023: Leveraging LoRA for Clinical Dialogue Summarization
  11 Jul 2023 0 repositories listed
• PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
  30 May 2023 0 repositories listed
• Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
  26 May 2023 0 repositories listed
• Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning
  24 May 2023 0 repositories listed
• Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
  23 May 2023 0 repositories listed
• Ahead-of-Time P-Tuning
  18 May 2023 0 repositories listed
• G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks
  17 May 2023 0 repositories listed
• Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
  14 May 2023 0 repositories listed
• Exploring Zero and Few-shot Techniques for Intent Classification
  11 May 2023 0 repositories listed
• LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM
  10 May 2023 0 repositories listed
• Text-guided High-definition Consistency Texture Model
  10 May 2023 0 repositories listed
• HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation
  8 May 2023 0 repositories listed
• Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs
  28 Apr 2023 0 repositories listed
• AMR Parsing with Instruction Fine-tuned Pre-trained Language Models
  24 Apr 2023 0 repositories listed
• Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
  4 Apr 2023 0 repositories listed
• An Empirical Study on the Transferability of Transformer Modules in Parameter-Efficient Fine-Tuning
  1 Feb 2023 0 repositories listed
• Parameter-Efficient Fine-Tuning Design Spaces
  4 Jan 2023 0 repositories listed
• Understanding and Improving Transfer Learning of Deep Models via Neural Collapse
  23 Dec 2022 0 repositories listed
• SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning
  21 Dec 2022 0 repositories listed
• HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation
  20 Dec 2022 0 repositories listed
• Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning
  2 Dec 2022 0 repositories listed
• HyperTuning: Toward Adapting Large Language Models without Back-propagation
  22 Nov 2022 0 repositories listed
• Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion
  4 Nov 2022 0 repositories listed
• Prompting through Prototype: A Prototype-based Prompt Learning on Pretrained Vision-Language Models
  19 Oct 2022 0 repositories listed
• AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
  8 Oct 2022 0 repositories listed
• Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
  7 Oct 2022 0 repositories listed
• Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning
  4 Oct 2022 0 repositories listed
• Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning
  25 May 2022 0 repositories listed
• CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment
  14 Mar 2022 0 repositories listed
• HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks
  8 Mar 2022 0 repositories listed
• Meta-Adapter: Parameter Efficient Few-Shot Learning through Meta-Learning
  16 Nov 2021 0 repositories listed
• BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
  16 Oct 2021 0 repositories listed
• Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding
  9 Oct 2020 0 repositories listed