Yanming Guo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 55

Top Topics

Image Classification

Question Answering

Visual Recognition

Top Venues

Int. J. Multim. Inf. Retr.

Publications

Jiangfan Liu, Yishan Li, Yanming Guo, Yu Liu, Jun Tang, Ying Nie
Generation and Countermeasures of adversarial examples on vision: a survey. Artif. Intell. Rev. 57 (8) (2024)
Yanming Guo, Jin Ma
ExioML: Eco-economic dataset for Machine Learning in Global Sectoral Sustainability. CoRR (2024)
Yanming Guo, Jin Ma
Quantitative Global Carbon Inequality Network. CoRR (2024)
Yanming Guo
Multimodal Multilabel Classification by CLIP. CoRR (2024)
Yishan Li, Yanming Guo, Yulun Wu, Yuxiang Xie, Mingrui Lao, Tianyuan Yu, Yirun Ruan
RDAT: an efficient regularized decoupled adversarial training mechanism. Int. J. Multim. Inf. Retr. 13 (2) (2024)
Yulun Wu, Mingrui Lao, Yanming Guo, Dongmei Chen, Tianyuan Yu
Boosting Adversarial Robustness Distillation Via Hybrid Decomposed Knowledge. ICASSP (2024)
Yanming Guo
Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation. CoRR (2023)
Yanming Guo, Shuaihe Gao, Zhibing Pan, Pei Wang, Xuewen Gong, Jiangyu Chen, Kun Song, Zhen Zhong, Yaoli Yue, Lishu Guo, Yan Bai, Yuping Gao, Xiaochun Lu, Shougang Zhang
Advancing Ultra-High Precision in Satellite-Ground Time-Frequency Comparison: Ground-Based Experiment and Simulation Verification for the China Space Station. Remote. Sens. 15 (22) (2023)
Jie Yan, Yuxiang Xie, Yanming Guo, Yingmei Wei, Xiaoping Zhang, Xidao Luan
CoCoOpter: Pre-train, prompt, and fine-tune the vision-language model for few-shot image classification. Int. J. Multim. Inf. Retr. 12 (2) (2023)
Zanxi Ruan, Yingmei Wei, Yanming Guo, Yuxiang Xie, Yifei Yuan
SCaTNet: A Novel Self-supervised Contrastive Framework with Spatial-Channel Attention and Temporal Transformer for Few-Shot Action Recognition. ACAI (2023)
Yu Liu, Yanming Guo, Yusuke Matsui
Special Issue on Open-Domain Image Retrieval in the Wild. Int. J. Multim. Inf. Retr. 12 (2) (2023)
Cunjuan Zhu, Qi Jia, Wei Chen, Yanming Guo, Yu Liu
Deep learning for video-text retrieval: a review. Int. J. Multim. Inf. Retr. 12 (1) (2023)
Cunjuan Zhu, Qi Jia, Wei Chen, Yanming Guo, Yu Liu
Deep Learning for Video-Text Retrieval: a Review. CoRR (2023)
Jie Yan, Yuxiang Xie, Xidao Luan, Yanming Guo, Quanzhi Gong, Suru Feng
Caption TLSTMs: combining transformer with LSTMs for image captioning. Int. J. Multim. Inf. Retr. 11 (2) (2022)
Yanming Guo, Shuaihe Gao, Yan Bai, Zhibing Pan, Yinhua Liu, Xiaochun Lu, Shougang Zhang
A New Space-to-Ground Microwave-Based Two-Way Time Synchronization Method for Next-Generation Space Atomic Clocks. Remote. Sens. 14 (3) (2022)
Jian Li, Yanming Guo, Songyang Lao, Xi Zhao, Liang Bai, Haoran Wang
Few2Decide: towards a robust model via using few neuron connections to decide. Int. J. Multim. Inf. Retr. 11 (2) (2022)
Yuxiang Xie, Jie Yan, Lai Kang, Yanming Guo, Jiahui Zhang, Xidao Luan
FCT: fusing CNN and transformer for scene classification. Int. J. Multim. Inf. Retr. 11 (4) (2022)
Pan Liu, Yanming Guo, Fenglei Wang, Guohui Li
Chinese named entity recognition: The state of the art. Neurocomputing 473 (2022)
Mingrui Lao, Yanming Guo, Wei Chen, Nan Pu, Michael S. Lew
VQA-BC: Robust Visual Question Answering Via Bidirectional Chaining. ICASSP (2022)
Junyan Yang, Jie Jiang, Yanming Guo
MHA-WoML: Multi-head attention and Wasserstein-OT for few-shot learning. Int. J. Multim. Inf. Retr. 11 (4) (2022)
Chao Su, Xiaomei Wu, Yanming Guo, Chun Sing Lai, Liang Xu, Xuan Zhao
Automatic Multi-source Data Fusion Technique of Powerline Corridor using UAV Lidar. ISC2 (2022)
Yulun Wu, Yanming Guo, Jian Li, Songyang Lao, Jinlin Guo, Haoran Wang
DCA-CLA: A scRNA-seq Classification Framework based on Deep Count Autoencoder. IJCNN (2021)
Jian Li, Yanming Guo, Songyang Lao, Yulun Wu, Liang Bai, Yingmei Wei
Towards a high robust neural network via feature matching. Int. J. Multim. Inf. Retr. 10 (4) (2021)
Yanming Guo, Yan Bai, Shuaihe Gao, Zhibing Pan, Zibin Han, Decai Zou, Xiaochun Lu, Shougang Zhang
Relativistic Effects on Satellite-Ground Two-Way Precise Time Synchronization. Inf. 12 (10) (2021)
Yanming Guo, Yan Bai, Decai Zou, Feng Zhang, Shuaihe Gao, Jian Zhang, Zhibing Pan, Xiaochun Lu
An Inter-Satellite Two-Way Time Synchronization Method Based on Pseudo-Range Conversion. ICCT (2021)
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering. ACM Multimedia (2021)
Mingrui Lao, Yanming Guo, Yu Liu, Michael S. Lew
A Language Prior Based Focal Loss for Visual Question Answering. ICME (2021)
Mingrui Lao, Yanming Guo, Nan Pu, Wei Chen, Yu Liu, Michael S. Lew
Multi-stage hybrid embedding fusion network for visual question answering. Neurocomputing 423 (2021)
Shangping Zhao, Pan Liu, Guanxiu Tang, Yanming Guo, Guohui Li
Development and Application of an Intensive Care Medical Data Set for Deep Learning. IEEE BigData (2020)
Jingyun Liang, Jinlin Guo, Yanming Guo, Songyang Lao
PFNet: a novel part fusion network for fine-grained visual categorization. Multim. Tools Appl. 79 (45-46) (2020)
Yulun Wu, Yanming Guo, Yandong Xiao, Songyang Lao
AAE-SC: A scRNA-Seq Clustering Framework Based on Adversarial Autoencoder. IEEE Access 8 (2020)
Ard Oerlemans, Yanming Guo, Michael S. Lew, Tat-Seng Chua
Special issue on deep learning in image and video retrieval. Int. J. Multim. Inf. Retr. 9 (2) (2020)
JinXiong Yang, Liang Bai, Yanming Guo
A survey of text classification models. RICAI (2020)
Yan Bai, Yanming Guo, Xin Wang, Xiaochun Lu
Satellite-Ground Two-Way Measuring Method and Performance Evaluation of BDS-3 Inter-Satellite Link System. IEEE Access 8 (2020)
Lai Kang, Yingmei Wei, Yuxiang Xie, Jie Jiang, Yanming Guo
Combining Convolutional Neural Network and Photometric Refinement for Accurate Homography Estimation. IEEE Access 7 (2019)
Yu Liu, Yanming Guo, Li Liu, Erwin M. Bakker, Michael S. Lew
CycleMatch: A cycle-consistent embedding network for image-text matching. Pattern Recognit. 93 (2019)
Yanming Guo, Yu Liu, Erwin M. Bakker, Yuanhao Guo, Michael S. Lew
CNN-RNN: a large-scale hierarchical image classification framework. Multim. Tools Appl. 77 (8) (2018)
Mingrui Lao, Yanming Guo, Hui Wang, Xin Zhang
Cross-Modal Multistep Fusion Network With Co-Attention for Visual Question Answering. IEEE Access 6 (2018)
Yanming Guo, Yu Liu, Songyang Lao, Erwin M. Bakker, Liang Bai, Michael S. Lew
Bag of Surrogate Parts Feature for Visual Recognition. IEEE Trans. Multim. 20 (6) (2018)
Yanming Guo, Yu Liu, Maaike H. T. de Boer, Li Liu, Michael S. Lew
A Dual Prediction Network for Image Captioning. ICME (2018)
Yu Liu, Yanming Guo, Theodoros Georgiou, Michael S. Lew
Fusion that matters: convolutional fusion networks for visual recognition. Multim. Tools Appl. 77 (22) (2018)
Yanming Guo, Yu Liu, Theodoros Georgiou, Michael S. Lew
A review of semantic segmentation using deep neural networks. Int. J. Multim. Inf. Retr. 7 (2) (2018)
Longfei Zhang, Yanming Guo
Delving into Fully Convolutional Networks Activations for Visual Recognition. ICMIP (2018)
Yu Liu, Yanming Guo, Wei Chen, Michael S. Lew
An Extensive Study of Cycle-Consistent Generative Networks for Image-to-Image Translation. ICPR (2018)
Mingrui Lao, Yanming Guo, Hui Wang, Xin Zhang
Multimodal Local Perception Bilinear Pooling for Visual Question Answering. IEEE Access 6 (2018)
Shuang Liu, Liang Bai, Yanming Guo, Haoran Wang
Reference Based on Adaptive Attention Mechanism for Image Captioning. BigMM (2018)
Jingyun Liang, Jinlin Guo, Yanming Guo, Songyang Lao
Adaptive Triplet Model for Fine-Grained Visual Categorization. IEEE Access 6 (2018)
Yu Liu, Li Liu, Yanming Guo, Michael S. Lew
Learning visual and textual representations for multimodal matching and classification. Pattern Recognit. 84 (2018)
Yu Liu, Yanming Guo, Michael S. Lew
What Convnets Make for Image Captioning? MMM (1) (2017)
Yu Liu, Yanming Guo, Michael S. Lew
On the Exploration of Convolutional Fusion Networks for Visual Recognition. MMM (1) (2017)
Yu Liu, Yanming Guo, Erwin M. Bakker, Michael S. Lew
Learning a Recurrent Residual Fusion Network for Multimodal Matching. ICCV (2017)
Yuxiang Xie, Xidao Luan, Yanming Guo, Chen Li, Xiao Niu
基于聚类的视频专题演化分析方法 (Video Topic Evolution Analysis Based on Clustering). 计算机科学 43 (7) (2016)
Yanming Guo, Michael S. Lew
Bag of Surrogate Parts: one inherent feature of deep CNNs. BMVC (2016)
Yu Liu, Yanming Guo, Michael S. Lew
On the Exploration of Convolutional Fusion Networks for Visual Recognition. CoRR (2016)
Yanming Guo, Yu Liu, Ard Oerlemans, Songyang Lao, Song Wu, Michael S. Lew
Deep learning for visual understanding: A review. Neurocomputing 187 (2016)
Yu Liu, Yanming Guo, Song Wu, Michael S. Lew
DeepIndex for Accurate and Efficient Image Retrieval. ICMR (2015)
Yanming Guo, Songyang Lao, Yu Liu, Liang Bai, Shi Liu, Michael S. Lew
Convolutional Neural Networks Features: Principal Pyramidal Convolution. PCM (1) (2015)
Yanming Guo, Liang Bai, Songyang Lao, Song Wu, Michael S. Lew
A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification. PCM (2014)
Yuan-Shun Dai, Mathew J. Palakal, Shielly Hartanto, Xiaolong Wang, Yanming Guo
A Grid-Based Pseudo-Cache solution for MISD biomedical problems with high confidentiality and efficiency. Int. J. Bioinform. Res. Appl. 2 (3) (2006)