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The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021

Papers citing "The Power of Scale for Parameter-Efficient Prompt Tuning"

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Title
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli Erfan Yazdandoost Hamedani Mahyar Fazlyab 91 3 0 27 Jan 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models Sajjad Ghiasvand Mahnoosh Alizadeh Ramtin Pedarsani ALM 154 2 0 26 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 234 12 0 23 Jan 2025
Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols John Joon Young Chung Melissa Roemmele Max Kreminski VGen 124 0 0 23 Jan 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 229 4 0 20 Jan 2025
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting Chen Cai Zheng Wang J. Gao Wenyang Liu Ye Lu Runzhong Zhang Kim-Hui Yap CLL 147 2 0 20 Jan 2025
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou Amine Ouasfi Vincent Gripon A. Boukhayma VLM 157 0 0 19 Jan 2025
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking Dina Pisarevskaya Arkaitz Zubiaga 115 1 0 18 Jan 2025
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics Kai Yin Chengkai Liu Ali Mostafavi Helen Zhou 129 12 0 17 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 69 0 0 12 Jan 2025
A Hessian-informed hyperparameter optimization for differential learning rate Shiyun Xu Zhiqi Bu Yiliang Zhang Ian Barnett 123 1 0 12 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 182 11 0 10 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 125 0 0 08 Jan 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 99 12 0 08 Jan 2025
IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Query-focused Summarization Jie Cao Dian Jiao Qiang Yan Wenqiao Zhang Siliang Tang Yueting Zhuang 90 1 0 08 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 134 1 0 08 Jan 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets Tanay Agrawal Mohammed Guermal Michal Balazia François Brémond 68 0 0 08 Jan 2025
LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment Yifei Liu Hengwei Ye Shuhang Li 152 1 0 05 Jan 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 95 0 0 04 Jan 2025
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation Mingjie Li Wai Man Si Michael Backes Yang Zhang Yisen Wang 118 19 0 03 Jan 2025
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression Eunseong Choi Sunkyung Lee Minjin Choi June Park Jongwuk Lee 158 2 0 03 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 90 0 0 03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 149 30 0 31 Dec 2024
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Yebin Liu You He VLM 126 6 0 31 Dec 2024
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 148 1 0 31 Dec 2024
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 178 0 0 31 Dec 2024
Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks Andong Lu Jiacong Zhao Chenglong Li Jin Tang Bin Luo VLM 108 8 0 31 Dec 2024
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 183 0 0 31 Dec 2024
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 116 1 0 28 Dec 2024
AIGT: AI Generative Table Based on Prompt Mingming Zhang Zhiqing Xiao Guoshan Lu Sai Wu Weiqiang Wang Xing Fu Can Yi Junbo Zhao LMTD VLM 81 2 0 24 Dec 2024
Prompt Tuning for Item Cold-start Recommendation Yuezihan Jiang Gaode Chen Wenhan Zhang Jiadong Wang Yinjie Jiang Qi Zhang Jingjian Lin Peng Jiang Kaigui Bian VLM 76 1 0 24 Dec 2024
CALLIC: Content Adaptive Learning for Lossless Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu Wen Gao VLM 96 0 0 23 Dec 2024
LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Rushendra Sidibomma Pransh Patwa Parth Patwa Aman Chadha Vinija Jain A. Das 117 0 0 22 Dec 2024
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions Hao Du Shang Liu Lele Zheng Yang Cao Atsuyoshi Nakamura Lei Chen AAML 193 5 0 21 Dec 2024
From General to Specific: Tailoring Large Language Models for Personalized Healthcare Ruize Shi Hong Huang Wei Zhou Kehan Yin Kai Zhao Yun Zhao LM&MA AI4MH 113 0 0 20 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 132 1 0 18 Dec 2024
FineGates: LLMs Finetuning with Compression using Stochastic Gates Jonathan Svirsky Yehonathan Refael Ofir Lindenbaum 123 1 0 17 Dec 2024
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 143 11 0 17 Dec 2024
Enhance Vision-Language Alignment with Noise Sida Huang Hongyuan Zhang Xuelong Li VLM 160 10 0 14 Dec 2024
MambaPro: Multi-Modal Object Re-Identification with Mamba Aggregation and Synergistic Prompt Yuhao Wang Xuehu Liu T. Yan Yebin Liu Aihua Zheng Pingping Zhang Huchuan Lu 141 6 0 14 Dec 2024
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang Zhi-Qi Cheng Gabriel Moreira Jiawen Zhu Jingdong Sun Bukun Ren Jun-Yan He Qi Dai Xian-Sheng Hua VLM 142 0 0 14 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 117 0 0 12 Dec 2024
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition Kartik Narayan Nithin Gopalakrishnan Nair Jennifer Xu Rama Chellappa Vishal M. Patel CVBM CLL 119 2 0 10 Dec 2024
Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning Yingyi Ma Zhe Liu Ozlem Kalinli 150 0 0 09 Dec 2024
Continual Learning for Segment Anything Model Adaptation Jinglong Yang Yichen Wu Jun Cen Wenjian Huang Hong Wang Jianguo Zhang TTA CLL 118 0 0 09 Dec 2024
When Vision Models Meet Parameter Efficient Look-Aside Adapters Without Large-Scale Audio Pretraining Juan Yeo Jinkwan Jang Kyubyung Chae Seongkyu Mun Taesup Kim VLM 135 0 0 08 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Fan Wang Juyong Jiang Chansung Park Sunghun Kim Jing Tang 203 2 0 08 Dec 2024
Smoothie: Label Free Language Model Routing Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 132 5 0 06 Dec 2024
Behavior Backdoor for Deep Learning Models Jinqiao Wang Pengfei Zhang R. Tao Jian Yang Hao Liu Xianglong Liu Y. X. Wei Yao Zhao AAML 124 0 0 02 Dec 2024
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance Zhe Wang Haozhu Wang Yanjun Qi OffRL 127 0 0 01 Dec 2024