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ORCIDLituan Wang
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- affiliation: Sichuan University, College of Computer Science, Chengdu, China
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Journal Articles
- 2024
[j16]Jianwei Zhang
, Lei Zhang, Dong Li, Lituan Wang:
A Unified Search Framework for Data Augmentation and Neural Architecture on Small-Scale Image Data Sets. IEEE Trans. Cogn. Dev. Syst. 16(2): 501-510 (2024)- 2023
- [j15]Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi:
Robust co-teaching learning with consistency-based noisy label correction for medical image classification. Int. J. Comput. Assist. Radiol. Surg. 18(4): 675-683 (2023) - [j14]Yuchen Yuan, Lituan Wang, Lei Zhang:
Improving vessel connectivity in retinal vessel segmentation via adversarial learning. Knowl. Based Syst. 262: 110243 (2023) - [j13]Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi:
Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. 273: 110599 (2023) - [j12]Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi:
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. 85: 102746 (2023) - [j11]Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui:
Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation. IEEE Trans. Cogn. Dev. Syst. 15(3): 1419-1429 (2023) - 2022
- [j10]Rui Gu, Lituan Wang, Lei Zhang:
DE-Net: A deep edge network with boundary information for automatic skin lesion segmentation. Neurocomputing 468: 71-84 (2022) - [j9]Dong Li, Lituan Wang, Ting Hu, Lei Zhang, Qing Lv:
Deep Multiinstance Mammogram Classification With Region Label Assignment Strategy and Metric-Based Optimization. IEEE Trans. Cogn. Dev. Syst. 14(4): 1717-1728 (2022) - [j8]Yuchen Yuan, Lei Zhang, Lituan Wang, Haiying Huang:
Multi-Level Attention Network for Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics 26(1): 312-323 (2022) - [j7]Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi:
Deep Attention-Based Imbalanced Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3320-3330 (2022) - 2021
- [j6]Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang:
One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order. Int. J. Neural Syst. 31(7): 2150029:1-2150029:17 (2021) - 2020
- [j5]Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi:
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Anal. 61: 101665 (2020) - [j4]Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi:
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks. IEEE Trans. Cogn. Dev. Syst. 12(1): 98-108 (2020) - 2019
- [j3]Hongli Deng, Lei Zhang, Lituan Wang:
Global context-dependent recurrent neural network language model with sparse feature learning. Neural Comput. Appl. 31(S-2): 999-1011 (2019) - [j2]Yan Wang, Lei Zhang, Lituan Wang, Zizhou Wang:
Multitask Learning for Object Localization With Deep Reinforcement Learning. IEEE Trans. Cogn. Dev. Syst. 11(4): 573-580 (2019) - 2017
- [j1]Lituan Wang, Lei Zhang, Zhang Yi:
Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking. IEEE Trans. Cybern. 47(10): 3172-3183 (2017)
Conference and Workshop Papers
- 2024
- [c2]Yu Lei, Haolun Luo, Lituan Wang, Zhenwei Zhang, Lei Zhang:
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation. ICIC (6) 2024: 62-73 - 2018
- [c1]Hongli Deng, Lei Zhang, Lituan Wang:
Sentence representation and classification using attention and additional language information. ICACI 2018: 679-684
Informal and Other Publications
- 2024
- [i4]Zhenbin Wang, Lei Zhang, Lituan Wang, Minjuan Zhu:
LanDA: Language-Guided Multi-Source Domain Adaptation. CoRR abs/2401.14148 (2024) - [i3]Yu Lei, Haolun Luo, Lituan Wang, Zhenwei Zhang, Lei Zhang:
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation. CoRR abs/2405.06288 (2024) - [i2]Zhenbin Wang, Lei Zhang, Lituan Wang, Zhenwei Zhang:
Soft Masked Mamba Diffusion Model for CT to MRI Conversion. CoRR abs/2406.15910 (2024) - 2022
- [i1]Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang:
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture. CoRR abs/2207.10351 (2022)
Coauthor Index
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