Songhua Wu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Noise Reduction

Convolutional Neural Networks

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Xinyu Zhang, Hongwei Zhang, Qichao Wang, Xiaoying Liu, Shouxin Liu, Rongchuan Zhang, Rongzhong Li, Songhua Wu
Locating and Grading of Lidar-Observed Aircraft Wake Vortex Based on Convolutional Neural Networks. Remote. Sens. 16 (8) (2024)
Xiaoying Liu, Hongwei Zhang, Qichao Wang, Xiaoye Wang, Xinyu Zhang, Rongzhong Li, Shengguang Qin, Jiaping Yin, Songhua Wu
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques. Geo spatial Inf. Sci. 27 (3) (2024)
Songhua Wu, Tianyi Zhou, Yuxuan Du, Jun Yu, Bo Han, Tongliang Liu
A Time-Consistency Curriculum for Learning From Instance-Dependent Noisy Labels. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Ronghua Yu, Qichao Wang, Guangyao Dai, Xiangcheng Chen, Chao Ren, Jintao Liu, Dongrui Li, Xitao Wang, Haishuai Cao, Shengguang Qin, Songhua Wu
The Design and Performance Evaluation of a 1550 nm All-Fiber Dual-Polarization Coherent Doppler Lidar for Atmospheric Aerosol Measurements. Remote. Sens. 15 (22) (2023)
Guofeng Sang, Bin Yin, Ran Yan, Muguang Wang, Haisu Li, Yanzhi Lv, Shilin Liu, Qichao Wang, Songhua Wu
Three-Wavelength Fiber Laser Sensor With Miniaturization, Integration for the Simultaneous Measurement of Underwater pH, Salinity, Temperature, and Axial Strain. IEEE Trans. Instrum. Meas. 72 (2023)
Shuo Yang, Songhua Wu, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu
A Parametrical Model for Instance-Dependent Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Yuxuan Bian, Liping Liu, Jiafeng Zheng, Songhua Wu, Guangyao Dai
Classification of Cloud Phase Using Combined Ground-Based Polarization Lidar and Millimeter Cloud Radar Observations Over the Tibetan Plateau. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lili Yan, Qichao Wang, Bin Yin, Shiying Xiao, Haisu Li, Muguang Wang, Xingyu Liu, Songhua Wu
Research on Simultaneous Measurement of Magnetic Field and Temperature Based on Petaloid Photonic Crystal Fiber Sensor. Sensors 23 (18) (2023)
Shuo Yang, Songhua Wu, Tongliang Liu, Min Xu
Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Songhua Wu, Tongliang Liu, Bo Han, Jun Yu, Gang Niu, Masashi Sugiyama
Learning from Noisy Pairwise Similarity and Unlabeled Data. J. Mach. Learn. Res. 23 (2022)
Songhua Wu, Mingming Gong, Bo Han, Yang Liu, Tongliang Liu
Fair Classification with Instance-dependent Label Noise. CLeaR (2022)
Xin Jin, Tianyu He, Xu Shen, Songhua Wu, Tongliang Liu, Jingwen Ye, Xinchao Wang, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
Unleashing the Potential of Adaptation Models via Go-getting Domain Labels. ECCV Workshops (8) (2022)
Hongwei Zhang, Yuanshuai Zhang, Ziwang Li, Bingyi Liu, Bin Yin, Songhua Wu
Small Angle Scattering Intensity Measurement by an Improved Ocean Scheimpflug Lidar System. Remote. Sens. 13 (12) (2021)
Xiaoye Wang, Guangyao Dai, Songhua Wu, Kangwen Sun, Xiaoquan Song, Wenzhong Chen, Rongzhong Li, Jiaping Yin, Xitao Wang
Retrieval and Calculation of Vertical Aerosol Mass Fluxes by a Coherent Doppler Lidar and a Sun Photometer. Remote. Sens. 13 (16) (2021)
Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu
Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels. ICML (2021)
Bin Yin, Guofeng Sang, Ran Yan, Yuheng Wu, Songhua Wu, Muguang Wang, Wenqi Liu, Haisu Li, Qichao Wang
Wavelength- and Intensity-Demodulated Dual-Wavelength Fiber Laser Sensor for Simultaneous RH and Temperature Detection. IEEE Access 8 (2020)
Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu
Multi-Class Classification from Noisy-Similarity-Labeled Data. CoRR (2020)
Kaipeng Li, Yan He, Jian Ma, Zhengyang Jiang, Chunhe Hou, Weibiao Chen, Xiaolei Zhu, Peng Chen, Junwu Tang, Songhua Wu, Fanghua Liu, Yuan Luo, Yufei Zhang, Yongqiang Chen
A Dual-Wavelength Ocean Lidar for Vertical Profiling of Oceanic Backscatter and Attenuation. Remote. Sens. 12 (17) (2020)
Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu
Class2Simi: A New Perspective on Learning with Label Noise. CoRR (2020)
Guangyao Dai, Songhua Wu, Xiaoquan Song, Liping Liu
Optical and Geometrical Properties of Cirrus Clouds over the Tibetan Plateau Measured by LiDAR and Radiosonde Sounding during the Summertime in 2014. Remote. Sens. 11 (3) (2019)
Guangyao Dai, Songhua Wu, Xiaoquan Song
Depolarization Ratio Profiles Calibration and Observations of Aerosol and Cloud in the Tibetan Plateau Based on Polarization Raman Lidar. Remote. Sens. 10 (3) (2018)
Songhua Wu, Xiaoquan Song, Bingyi Liu
Fraunhofer Lidar Prototype in the Green Spectral Region for Atmospheric Boundary Layer Observations. Remote. Sens. 5 (11) (2013)