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"

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Title
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 184 86 0 01 Jul 2025
Video-Guided Text-to-Music Generation Using Public Domain Movie Collections Haven Kim Cheng-i Wang Weihan Xu Julian McAuley Hao-Wen Dong VGen 69 0 0 01 Jul 2025
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 88 5 0 01 Jul 2025
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian Jun Yu 144 3 0 01 Jul 2025
Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile Medical Segmentation Qing Xu Yuxiang Luo Wenting Duan Zhen Chen 30 0 0 20 Jun 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 27 0 0 20 Jun 2025
SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage Tongan Cai Haomiao Ni Wenchao Ma Yuan Xue Qian Ma ... Kelvin K. Wong John Volpi Stephen T. C. Wong James Z. Wang Sharon X. Huang 29 0 0 19 Jun 2025
Singular Value Decomposition on Kronecker Adaptation for Large Language Model Yee Hin Chong Peng Qu 20 0 0 18 Jun 2025
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification Junhao Wu Aboagye-Ntow Stephen Chuyuan Wang Gang Chen Xin Huang 28 0 0 18 Jun 2025
Retrospective Memory for Camouflaged Object Detection Chenxi Zhang Jiayun Wu Qing Zhang Yazhe Zhai Youwei Pang 19 0 0 18 Jun 2025
Improving LoRA with Variational Learning Bai Cong Nico Daheim Yuesong Shen Rio Yokota Mohammad Emtiyaz Khan Thomas Möllenhoff 37 0 0 17 Jun 2025
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Hengyuan Zhang Xinrong Chen Yingmin Qiu Xiao Liang Ziyue Li ... Weiping Li Tong Mo Wenyue Li Hayden Kwok-Hay So Ngai Wong MoE ALM 42 0 0 17 Jun 2025
Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring X. Tu Haocheng Zhang Tao Chengxu Zuyi Chen AI4TS 40 0 0 16 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 37 0 0 16 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning Huaijie Wang De Cheng Lingfeng He Yan Li Jie Li Nannan Wang X. Gao CLL 37 0 0 14 Jun 2025
Feature Complementation Architecture for Visual Place Recognition Weiwei Wang Meijia Wang Haoyi Wang Wenqiang Guo Jiapan Guo Changming Sun Lingkun Ma Weichuan Zhang 36 0 0 14 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 31 0 0 14 Jun 2025
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging Haoyu Dong Yuwen Chen H. Gu Nicholas Konz Yaqian Chen Qihang Li Maciej A. Mazurowski MedIm VLM 32 0 0 13 Jun 2025
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation Yicheng Xiao Lin Song Rui Yang Cheng Cheng Yixiao Ge Xiu Li Y. Shan OffRL 29 0 0 13 Jun 2025
A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis Hui Wei Dong Yoon Lee Shubham Rohal Zhizhang Hu Shiwei Fang Shijia Pan 47 0 0 13 Jun 2025
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Y. Zhang Hewei Gao Haokun Chen Weiguo Li Yunpu Ma Volker Tresp 26 1 0 12 Jun 2025
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks Kaiyuan Zhang Siyuan Cheng Hanxi Guo Yuetian Chen Zian Su ... Yuntao Du Charles Fleming Ashish Kundu Xiangyu Zhang Ninghui Li AAML 158 0 0 12 Jun 2025
Foundation Models in Medical Imaging -- A Review and Outlook Vivien van Veldhuizen Vanessa Botha C. Lu Melis Erdal Cesur Kevin Groot Lipman ... Cees Snoek Lodewyk Wessels Ritse Mann Eric Marcus Jonas Teuwen MedIm VLM AI4CE 89 0 0 10 Jun 2025
Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Zhuofang Li Rafal Kocielnik Fereshteh Soltani Penphob Boonyarungsrit A. Anandkumar R. Alvarez 27 0 0 10 Jun 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval Leqi Shen Guoqiang Gong Tianxiang Hao Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Jungong Han Guiguang Ding 31 0 0 10 Jun 2025
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models Chenyu Lian Hong-Yu Zhou Dongyun Liang J. Qin L. Wang MedIm VLM 43 0 0 10 Jun 2025
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models Zheda Mai A. Chowdhury Zihe Wang Sooyoung Jeon Jingyan Bai Jiacheng Hou Jihyung Kil Wei-Lun Chao CoGe 66 0 0 10 Jun 2025
PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs Tongzhou Yu Zhuhao Zhang Guanghui Zhu Shen Jiang Meikang Qiu Yihua Huang 45 0 0 09 Jun 2025
SALT: A Lightweight Model Adaptation Method for Closed Split Computing Environments Yuya Okada Takayuki Nishio 36 0 0 09 Jun 2025
Beyond Benchmarks: A Novel Framework for Domain-Specific LLM Evaluation and Knowledge Mapping Nitin Sharma Thomas Wolfers Çağatay Yıldız ALM 34 0 0 09 Jun 2025
LoRMA: Low-Rank Multiplicative Adaptation for LLMs Harsh Bihany Shubham Patel Ashutosh Modi 26 0 0 09 Jun 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yonghong Tian Guangyao Chen Yuhua Li Ruixuan Li 17 0 0 09 Jun 2025
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models Ngoc-Quan Pham Tuan Truong Quyen Tran T. H. Nguyen Dinh Q. Phung T. Le 48 1 0 08 Jun 2025
Learning Distribution-Wise Control in Representation Space for Language Models Chunyuan Deng Ruidi Chang Hanjie Chen 24 0 0 07 Jun 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models Naibin Gu Peng Fu Xiyu Liu Ke Ma Zheng Lin Weiping Wang 38 0 0 07 Jun 2025
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation Zhan Zhuang Xiequn Wang Wei Li Yulong Zhang Qiushi Huang ... Yanbin Wei Yuhe Nie Kede Ma Yu Zhang Ying Wei 61 0 0 06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 48 0 0 06 Jun 2025
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models Jie Cao Tianwei Lin Hongyang He Rolan Yan Wenqiao Zhang Juncheng Billy Li D. Zhang Siliang Tang Yueting Zhuang MoE 69 0 0 06 Jun 2025
Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning Yujia Huo Jianchun Liu Hongli Xu Zhenguo Ma Shilong Wang Liusheng Huang CLL 51 0 0 06 Jun 2025
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction Zesheng Ye C. Cai Ruijiang Dong Jianzhong Qi Lei Feng Pin-Yu Chen Feng Liu 238 0 0 05 Jun 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 112 0 0 05 Jun 2025
WebTrust: An AI-Driven Data Scoring System for Reliable Information Retrieval Joydeep Chandra Aleksandr Algazinov Satyam Kumar Navneet Rim El Filali Matt Laing Andrew Hanna 25 0 0 05 Jun 2025
Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining Yong Sun Yipeng Wang Junyu Shi Zhiyuan Zhang Yanmei Xiao Lei Zhu Manxi Jiang Qiang Nie VGen 104 0 0 05 Jun 2025
TALL -- A Trainable Architecture for Enhancing LLM Performance in Low-Resource Languages Moshe Ofer Orel Zamler Amos Azaria 108 0 0 05 Jun 2025
Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts Saptarshi Nath Christos Peridis Eseoghene Benjamin Xinran Liu Soheil Kolouri Peter Kinnell Zexin Li Cong Liu Shirin Dora Andrea Soltoggio 44 0 0 05 Jun 2025
RedDebate: Safer Responses through Multi-Agent Red Teaming Debates Ali Asad Stephen Obadinma Radin Shayanfar Xiaodan Zhu AAML LLMAG 32 0 0 04 Jun 2025
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning Tianyu Qi Lei Xue Yufeng Zhan Xiaobo Ma AAML 37 0 0 04 Jun 2025
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning Daeun Lee Jaehong Yoon Jaemin Cho Mohit Bansal LRM 94 0 0 04 Jun 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Hasin Us Sami Swapneel Sen Amit K. Roy-Chowdhury S. Krishnamurthy Başak Güler FedML SILM 65 0 0 04 Jun 2025
Backbone Augmented Training for Adaptations Jae Wan Park Junhyeok Kim Youngjun Jun Hyunah Ko Seong Jae Hwang 33 0 0 04 Jun 2025