Huaxi Huang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Labeled Samples

Image Categorization

Active Learning

Top Venues

Pattern Recognit.

Publications

Fan Liu, Sai Yang, Delong Chen, Huaxi Huang, Jun Zhou
Few-shot classification guided by generalization error bound. Pattern Recognit. 145 (2024)
Jiaguo Zhao, Junjie Zhang, Huaxi Huang, Jian Zhang
Enhancing Semi-Supervised Few-Shot Hyperspectral Image Classification via Progressive Sample Selection. Remote. Sens. 16 (10) (2024)
Wenbo Xu, Huaxi Huang, Ming Cheng, Litao Yu, Qiang Wu, Jian Zhang
Masked Cross-image Encoding for Few-shot Segmentation. CoRR (2023)
Hui Kang, Sheng Liu, Huaxi Huang, Jun Yu, Bo Han, Dadong Wang, Tongliang Liu
Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels. CoRR (2023)
Huaxi Huang, Hui Kang, Sheng Liu, Olivier Salvado, Thierry Rakotoarivelo, Dadong Wang, Tongliang Liu
PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels. ICCV (2023)
Wenbo Xu, Huaxi Huang, Ming Cheng, Litao Yu, Qiang Wu, Jian Zhang
Masked Cross-image Encoding for Few-shot Segmentation. ICME (2023)
Hui Kang, Sheng Liu, Huaxi Huang, Tongliang Liu
Channel-Wise Contrastive Learning for Learning with Noisy Labels. CoRR (2023)
Huaxi Huang, Hui Kang, Sheng Liu, Olivier Salvado, Thierry Rakotoarivelo, Dadong Wang, Tongliang Liu
PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels. CoRR (2022)
Huaxi Huang, Junjie Zhang, Litao Yu, Jian Zhang, Qiang Wu, Chang Xu
TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization With Few Labeled Samples. IEEE Trans. Circuits Syst. Video Technol. 32 (2) (2022)
Huaxi Huang, Junjie Zhang, Jian Zhang, Jingsong Xu, Qiang Wu
Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification. IEEE Trans. Multim. 23 (2021)
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning. AAAI (2021)
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning. CoRR (2020)
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu
TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples. CoRR (2020)
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Jingsong Xu
Compare More Nuanced: Pairwise Alignment Bilinear Network for Few-Shot Fine-Grained Learning. ICME (2019)
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Jingsong Xu
Compare More Nuanced: Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning. CoRR (2019)
Huaxi Huang, Junjie Zhang, Jian Zhang, Jingsong Xu, Qiang Wu
Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification. CoRR (2019)
Huaxi Huang, Jingsong Xu, Jian Zhang, Qiang Wu, Christina Kirsch
Railway Infrastructure Defects Recognition using Fine-grained Deep Convolutional Neural Networks. DICTA (2018)
Huaxi Huang, Chao Hu, Tian Wang, Liuyun Zhang, Fengwei Li, Pengcheng Guo
Surface defects detection for mobilephone panel workpieces based on machine vision and machine learning. ICIA (2017)
Huaxi Huang, Changqing Zhang, Qinghua Hu, Pengfei Zhu
Multi-view Representative and Informative Induced Active Learning. PRICAI (2016)