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
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization Min Chen Jinglei Cheng Pingzhi Li Haoran Wang Tianlong Chen Junyu Liu LRM 138 0 0 08 May 2025
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 107 1 0 07 May 2025
FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization Haoyang Li Zesheng Zhou Zhenbiao Cao Xiaochen Li Wei Chen Xinsong Zhang FedML 139 0 0 05 May 2025
Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation Anjila Budathoki Manish Dhakal AAML 116 1 0 05 May 2025
HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models Zheng Lin Yuxin Zhang Zhe Chen Zihan Fang Xianhao Chen Praneeth Vepakomma Wei Ni Jun Luo Yue Gao MoE 94 4 0 05 May 2025
AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks Ilyas Oulkadda Julien Perez ALM 78 0 0 05 May 2025
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 114 0 0 04 May 2025
Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients Yezhen Wang Zhouhao Yang Brian K Chen Fanyi Pu Yue Liu Tianyu Gao Kenji Kawaguchi 93 0 0 03 May 2025
Robotic Visual Instruction Yuchen Li Ziyang Gong Haoyang Li Xiaoqi Huang Haolan Kang Guangping Bai Xianzheng Ma LM&Ro 175 2 0 01 May 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors Xinyu Ding Lexuan Chen Siyu Liao Zhongfeng Wang 128 0 0 01 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 147 0 0 01 May 2025
Communication-Efficient Wireless Federated Fine-Tuning for Large-Scale AI Models Bumjun Kim Wan Choi 98 0 0 01 May 2025
Block Circulant Adapter for Large Language Models Xinyu Ding Meiqi Wang Siyu Liao Zhongfeng Wang 80 1 0 01 May 2025
Enhancing Health Mention Classification Performance: A Study on Advancements in Parameter Efficient Tuning Reem Abdel-Salam M. Adewunmi 90 0 0 30 Apr 2025
MemeBLIP2: A novel lightweight multimodal system to detect harmful memes Jiaqi Liu Ran Tong Aowei Shen Shuzheng Li Changlin Yang Lisha Xu VLM 152 1 0 29 Apr 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 119 1 0 29 Apr 2025
TT-LoRA MoE: Unifying Parameter-Efficient Fine-Tuning and Sparse Mixture-of-Experts Pradip Kunwar Minh Vu Maanak Gupta Mahmoud Abdelsalam Manish Bhattarai MoE MoMe 449 0 0 29 Apr 2025
ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models Jin Xie Ruishi He Songze Li Xiaojun Jia Shouling Ji SILM AAML 100 0 0 29 Apr 2025
What Causes Knowledge Loss in Multilingual Language Models? Maria Khelli Samuel Cahyawijaya Ayu Purwarianti Genta Indra Winata CLL 126 0 0 29 Apr 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 103 0 0 28 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 177 0 0 25 Apr 2025
NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation Rob Romijnders Stefanos Laskaridis Ali Shahin Shamsabadi Hamed Haddadi 134 0 0 25 Apr 2025
HMI: Hierarchical Knowledge Management for Efficient Multi-Tenant Inference in Pretrained Language Models Junxuan Zhang Jiadong Wang Haoyang Li Lidan Shou Ke Chen Gang Chen Qin Xie Guiming Xie Xuejian Gong 49 0 0 24 Apr 2025
CAMU: Context Augmentation for Meme Understanding Girish A. Koushik Diptesh Kanojia Helen Treharne Aditya Joshi VLM 167 0 0 24 Apr 2025
Embedding Empirical Distributions for Computing Optimal Transport Maps Mingchen Jiang Peng Xu Xichen Ye Xiaohui Chen Yun Yang Yifan Chen OT 126 0 0 24 Apr 2025
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Fajie Yuan Ziyang Chen Shuaiqiang Wang D. Yin Maarten de Rijke Zhaochun Ren 109 0 0 24 Apr 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 138 0 0 23 Apr 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 133 0 0 22 Apr 2025
Histogram-based Parameter-efficient Tuning for Passive Sonar Classification Amirmohammad Mohammadi Davelle Carreiro A. V. Dine Joshua Peeples 104 0 0 21 Apr 2025
Efficient Knowledge Transfer in Multi-Task Learning through Task-Adaptive Low-Rank Representation Xiao Zhang Kangsheng Wang Tianyu Hu Huimin Ma 122 3 0 20 Apr 2025
Deep Learning with Pretrained Ínternal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction Ayoub Jadouli Chaker El Amrani KELM AI4TS 164 0 0 20 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 91 0 0 19 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 90 0 0 18 Apr 2025
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping Yun-Cheng Li Sen Lei Yi Zhao Heng-Chao Li Jun Li Antonio J. Plaza 86 0 0 17 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 62 0 0 17 Apr 2025
Activated LoRA: Fine-tuned LLMs for Intrinsics Kristjan Greenewald Luis A. Lastras Thomas Parnell Vraj Shah Lucian Popa Giulio Zizzo Chulaka Gunasekara Ambrish Rawat David D. Cox 119 0 0 16 Apr 2025
You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models Shiwei Ding Lan Zhang Zhenlin Wang Giuseppe Ateniese Xiaoyong Yuan 76 0 0 16 Apr 2025
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 87 0 0 16 Apr 2025
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu Xianrui Li Xiaoyang Bi Lu Qi Huadong Ma Ming-Hsuan Yang VOS VLM 140 0 0 16 Apr 2025
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation Nairouz Mrabah Nicolas Richet Ismail Ben Ayed Eric Granger BDL VLM 139 0 0 16 Apr 2025
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data Hezhao Liu Yang Lu Mengke Li Yiqun Zhang Shreyank N Gowda Chen Gong Hanzi Wang 74 0 0 14 Apr 2025
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation Junchen Fu Yongxin Ni J. Jose Ioannis Arapakis Kaiwen Zheng You Li Xuri Ge 74 0 0 14 Apr 2025
Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis Kaiwen Zheng Xuri Ge Junchen Fu Jun Peng J. Jose CVBM 68 0 0 14 Apr 2025
Localized Cultural Knowledge is Conserved and Controllable in Large Language Models V. Veselovsky Berke Argin Benedikt Stroebl Chris Wendler Robert West James Evans Thomas L. Griffiths Arvind Narayanan 117 1 0 14 Apr 2025
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval Yating Liu Yaowei Li Xiangyuan Lan Wenming Yang Zimo Liu Q. Liao 86 0 0 14 Apr 2025
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding Ganxi Xu Jinyi Long Hanrui Wu 192 0 0 12 Apr 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 99 0 0 11 Apr 2025
Fast-Slow-Thinking: Complex Task Solving with Large Language Models Yiliu Sun Yanfang Zhang Zicheng Zhao Sheng Wan Dacheng Tao Chen Gong LRM 98 0 0 11 Apr 2025
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models Jiahuan Long Tingsong Jiang Wen Yao Yizhe Xiong Zhengqin Xu Shuai Jia Chao Ma 60 0 0 11 Apr 2025
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