Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective

3 December 2023

Papers citing "Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective"

29 / 29 papers shown

Title
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Z. Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 109 1 0 02 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... K. Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 101 2 0 02 Feb 2025
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 66 0 0 09 Dec 2024
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before An Ongoing Trajectory Terminates Shicheng Liu Minghui Zhu 49 1 0 21 Oct 2024
LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting Te Li Mengze Zhang Yan Zhou 43 6 0 20 Oct 2024
TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model Shirong Zheng Shaobo Liu Zhenhong Zhang Dian Gu Chunqiu Xia Huadong Pang Enock Mintah Ampaw 34 3 0 20 Oct 2024
Enhanced Credit Score Prediction Using Ensemble Deep Learning Model Qianwen Xing Chang Yu Sining Huang Qi Zheng Xingyu Mu Mengying Sun 38 4 0 30 Sep 2024
Optimizing Automated Picking Systems in Warehouse Robots Using Machine Learning Keqin Li Jin Wang Xubo Wu Xirui Peng Runmian Chang Xiaoyu Deng Yiwen Kang Yue Yang Fanghao Ni Bo Hong 36 36 0 29 Aug 2024
Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach Zecheng Zhang 27 8 0 22 Aug 2024
Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks Jingyi Wang Zhiqun Wang Guiran Liu 33 10 0 22 Aug 2024
Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis Lijuan Wang Yijia Hu Yan Zhou AI4TS 35 6 0 22 Aug 2024
The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment Yiping Dong 34 13 0 14 Aug 2024
Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and Tabnet with SMOTEENN Chang Yu Yixin Jin Qianwen Xing Y. Zhang Shaobo Guo Shuchen Meng 26 16 0 07 Aug 2024
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images Xiaoyi Liu Zhuoyue Wang 32 17 0 01 Aug 2024
Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models Liheng Jiang Xuechun yang Chang Yu Zhizhong Wu Yuting Wang 40 18 0 23 Jul 2024
Predicting Stock Prices with FinBERT-LSTM: Integrating News Sentiment Analysis Wenjun Gu Yihao Zhong Shizun Li Changsong Wei Liting Dong Zhuoyue Wang Chao Yan AIFin 24 37 0 23 Jul 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 40 32 0 20 Jun 2024
Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model Qianhui Wan Zecheng Zhang Liheng Jiang Zhaoqi Wang Yan Zhou MedIm 3DH 24 19 0 20 Jun 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate Can Jin Tong Che Hongwu Peng Yiyuan Li Dimitris N. Metaxas Marco Pavone 42 42 0 05 Feb 2024
DepGraph: Towards Any Structural Pruning Gongfan Fang Xinyin Ma Mingli Song Michael Bi Mi Xinchao Wang GNN 79 256 0 30 Jan 2023
Towards Sparsification of Graph Neural Networks Hongwu Peng Deniz Gurevin Shaoyi Huang Tong Geng Weiwen Jiang O. Khan Caiwen Ding GNN 30 24 0 11 Sep 2022
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training Tianlong Chen Zhenyu (Allen) Zhang Pengju Wang Santosh Balachandra Haoyu Ma Zehao Wang Zhangyang Wang OOD AAML 77 46 0 20 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 390 4,110 0 28 Jan 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 236 804 0 14 Oct 2021
Towards More Effective and Economic Sparsely-Activated Model Hao Jiang Ke Zhan Jianwei Qu Yongkang Wu Zhaoye Fei ... Enrui Hu Yinxia Zhang Yantao Jia Fan Yu Zhao Cao MoE 142 12 0 14 Oct 2021
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling Kyuhong Shim Iksoo Choi Wonyong Sung Jungwook Choi 21 8 0 07 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021
The Lottery Ticket Hypothesis for Pre-trained BERT Networks Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Zhangyang Wang Michael Carbin 148 345 0 23 Jul 2020