v1v2 (latest)

Parameter-Efficient Transfer Learning for NLP

2 February 2019

N. Houlsby

A. Giurgiu

Stanislaw Jastrzebski

Bruna Morrone

Quentin de Laroussilhe

Papers citing "Parameter-Efficient Transfer Learning for NLP"

50 / 2,860 papers shown

Title
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 164 14 0 11 Apr 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection Frances Adriana Laureano De Leon Yixiao Wang Yue Feng Mark Lee 89 1 0 11 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 111 4 0 10 Apr 2025
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang Hui Ma Dailin Li Jian Ding Jian Wang Bo Xu Hongfei Lin KELM 101 0 0 10 Apr 2025
GPT Carry-On: Training Foundation Model for Customization Could Be Simple, Scalable and Affordable Jianqiao Wangni 52 0 0 10 Apr 2025
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning Nikhil Shivakumar Nayak Krishnateja Killamsetty Ligong Han Abhishek Bhandwaldar Prateek Chanda ... Hao Wang Aldo Pareja Oleg Silkin Mustafa Eyceoz Akash Srivastava CLL 86 0 0 09 Apr 2025
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 168 0 0 09 Apr 2025
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 180 0 0 09 Apr 2025
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Xiaobing Yu Jin Yang Xiao Wu Peijie Qiu Xiaofeng Liu CLL 53 0 0 09 Apr 2025
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation Xiangyu Zheng Wanyun Li Songcheng He Jianping Fan Xiaoqiang Li We Zhang VOS 93 0 0 08 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Yansen Wang Yuru Jia Gen Luo Xue Yang 478 1 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 491 1 0 08 Apr 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs Ankush Raut Xiaofeng Zhu Maria Leonor Pacheco 75 0 0 07 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 212 0 0 07 Apr 2025
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models Tong Zhang 87 0 0 06 Apr 2025
STEP: Staged Parameter-Efficient Pre-training for Large Language Models Kazuki Yano Takumi Ito Jun Suzuki LRM 132 1 0 05 Apr 2025
FISH-Tuning: Enhancing PEFT Methods with Fisher Information Kang Xue Ming Dong Xinhui Tu Tingting He 219 0 0 05 Apr 2025
Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models Muna Numan Said Aarib Zaidi Rabia Usman Sonia Okon Praneeth Medepalli Kevin Zhu Vasu Sharma Sean O'Brien 66 1 0 05 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection Nasar Iqbal Niki Martinel Mamba 82 0 0 04 Apr 2025
AC-LoRA: Auto Component LoRA for Personalized Artistic Style Image Generation Zhipu Cui Andong Tian Zhi Ying Jialiang Lu 76 0 0 03 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning Leonardo Iurada Marco Ciccone Tatiana Tommasi KELM MoMe 152 3 0 03 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 286 0 0 03 Apr 2025
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model Jincheng Zhong Xiangcheng Zhang Jianmin Wang Mingsheng Long 88 1 0 02 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 231 0 0 02 Apr 2025
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition Sarah Alyami H. Luqman SLR VLM 171 0 0 02 Apr 2025
Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection Yinghe Zhang Chi Liu S. Kevin Zhou Sheng Shen Peng Gui AAML 135 0 0 01 Apr 2025
DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism Dengchun Li Naizheng Wang Zihao Zhang Haoyang Yin Lei Duan Meng Xiao Mingjie Tang MoE 121 2 0 01 Apr 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei Shen AI4CE 165 0 0 01 Apr 2025
Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach Francesco P. Ramunno Paolo Massa Vitaliy Kinakh Brandon Panos A. Csillaghy Slava Voloshynovskiy DiffM 112 0 0 31 Mar 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 118 1 0 30 Mar 2025
Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge Senkang Hu Yanan Ma Yihang Tao Zhengru Fang Zihan Fang Yiqin Deng Sam Kwong Yuguang Fang 77 0 0 29 Mar 2025
Towards Symmetric Low-Rank Adapters Tales Panoutsos Rodrygo L. T. Santos Flavio Figueiredo 177 0 0 29 Mar 2025
Efficient Adaptation For Remote Sensing Visual Grounding Hasan Moughnieh Mohamad Chalhoub Hasan Nasrallah Cristiano Nattero Paolo Campanella Giovanni Nico A. Ghandour 123 0 0 29 Mar 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 100 0 0 27 Mar 2025
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model Abdelrahman M. Shaker Muhammad Maaz Chenhui Gou Hamid Rezatofighi Salman Khan Fahad Shahbaz Khan 433 0 0 27 Mar 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 156 1 0 27 Mar 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning Yupei Li M. Milling Björn Schuller AI4CE 179 1 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 246 4 0 27 Mar 2025
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 96 3 0 27 Mar 2025
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning Sashuai Zhou Hai Huang Yan Xia MoMe MoE 134 0 0 26 Mar 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction Kwonyoung Kim Jungin Park Jin-Hwa Kim Hyeongjun Kwon Kwanghoon Sohn 143 1 0 26 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 90 1 0 25 Mar 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Yansen Wang MoE 158 0 0 24 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 137 0 0 24 Mar 2025
LANGALIGN: Enhancing Non-English Language Models via Cross-Lingual Embedding Alignment Jong Myoung Kim Young-Jun Lee Ho-Jin Choi Sangkeun Jung 105 0 0 24 Mar 2025
Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters Ruiqi Zhu Endong Sun Guanhe Huang Oya Celiktutan CLL OnRL 135 0 0 24 Mar 2025
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models Zichen Miao Wei Chen Qiang Qiu 149 2 0 24 Mar 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 97 0 0 24 Mar 2025
Improving RAG for Personalization with Author Features and Contrastive Examples Mert Yazan Suzan Verberne F. Situmeang 79 1 0 24 Mar 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning Pieyi Zhang Richong Zhang Zhijie Nie VLM 141 0 0 23 Mar 2025