The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021

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

50 / 163 papers shown

Title
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter Yaohua Zha Yanzi Wang Hang Guo Jinpeng Wang Tao Dai Bin Chen Zhihao Ouyang Xue Yuerong Ke Chen Shu-Tao Xia 90 1 0 27 May 2025
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 228 1 0 24 May 2025
Small Language Models in the Real World: Insights from Industrial Text Classification Lujun Li Lama Sleem Niccolo Gentile Geoffrey Nichil Radu State LLMAG 193 0 0 21 May 2025
Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning Aswini Kumar Padhi Anil Bandhakavi Tanmoy Chakraborty 186 0 0 17 May 2025
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 78 0 0 07 May 2025
Enhancing Target-unspecific Tasks through a Features Matrix Fangming Cui Yonggang Zhang Xuan Wang Xinmei Tian Jun Yu AAML 87 1 0 06 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Ziyi Wang Tao Jin DiffM 258 2 0 30 Apr 2025
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records Jesus Lovon Thouria Ben-Haddi Jules Di Scala José G. Moreno L. Tamine 120 2 0 29 Apr 2025
Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks? Hao Du Shang Liu Yang Cao AAML 103 0 0 28 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 106 0 0 22 Apr 2025
Histogram-based Parameter-efficient Tuning for Passive Sonar Classification Amirmohammad Mohammadi Davelle Carreiro A. V. Dine Joshua Peeples 87 0 0 21 Apr 2025
DMPT: Decoupled Modality-aware Prompt Tuning for Multi-modal Object Re-identification Minghui Lin Shu Wang Xiang Wang Jianhua Tang Longbin Fu Zhengrong Zuo Nong Sang VLM 191 0 0 15 Apr 2025
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 97 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 131 0 0 09 Apr 2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 107 0 0 06 Apr 2025
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations Zihuai Zhao Wenqi Fan Yao Wu Qing Li 118 1 0 05 Apr 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 220 0 0 30 Mar 2025
DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 174 1 0 23 Mar 2025
STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding Zichen Liu Kunlun Xu Fuchun Sun Xu Zou Yuxin Peng Jiahuan Zhou VLM AI4TS 140 2 0 20 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 106 0 0 15 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 381 3 0 11 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 86 0 0 11 Mar 2025
Universal Incremental Learning: Mitigating Confusion from Inter- and Intra-task Distribution Randomness Sheng Luo Yi Zhou Tao Zhou CLL 131 0 0 10 Mar 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning Toshiaki Koike-Akino F. Tonin Yongtao Wu Frank Zhengqing Wu Leyla Naz Candogan Volkan Cevher MQ 183 5 0 07 Mar 2025
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations Yanshu Li 107 2 0 05 Mar 2025
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 95 0 0 28 Feb 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 141 22 0 28 Feb 2025
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models Yibo Zhong Haoxiang Jiang Lincan Li Ryumei Nakada Tianci Liu Linjun Zhang Huaxiu Yao Haoyu Wang 211 2 0 24 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 153 10 0 17 Feb 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao LLMAG CLL LRM 107 18 0 17 Feb 2025
How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines Ayan Sengupta Ayan Sengupta Tanmoy Chakraborty 103 0 0 17 Feb 2025
Strada-LLM: Graph LLM for traffic prediction Seyed Mohamad Moghadas Yangxintong Lyu Bruno Cornelis Alexandre Alahi Adrian Munteanu AI4TS 81 1 0 17 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 134 3 0 09 Feb 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 127 0 0 09 Feb 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu Mingming Gong 363 1 0 05 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 144 0 0 04 Feb 2025
SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models Jiawen Zhang Kejia Chen Zunlei Feng Jian Lou Mingli Song Qingbin Liu Xiaoyu Yang AAML SILM FedML 107 1 0 02 Feb 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 98 18 0 28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 203 9 0 28 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 186 11 0 23 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 109 1 0 20 Jan 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 192 4 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 119 0 0 19 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 Xia Hu 90 12 0 17 Jan 2025
A Hessian-informed hyperparameter optimization for differential learning rate Shiyun Xu Zhiqi Bu Yiliang Zhang Ian Barnett 87 1 0 12 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 137 10 0 10 Jan 2025
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension Ting Liu Zunnan Xu Yue Hu Liangtao Shi Zhiqiang Wang Quanjun Yin 104 3 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 128 1 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 101 25 0 31 Dec 2024
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 94 1 0 31 Dec 2024