Guosheng Hu

cs.CVcs.LGcs.AIcs.MMAir Pollutioncommunity structurecs.MAdigital citiesemergency managementhealth city

On Valency

published · living versions

W_vad5cj6k·v1 · currentpublished

with Lie Li, Wen Li, Junxiao Shen, Jindong Gu

1 version

33 papers in the corpus · 2015–2025

DPL++: Advancing the Network Performance via Image and Label Perturbations.40742854 · Song, Zifan, Gong, Xiao, Hu, Guosheng et al.2025 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):10262-10279

AdvMixUp: Adversarial MixUp Regularization for Deep Learning.40327482 · Fu, Jun, Ji, Xianrui, Chen, Dexiong et al.2025 · 4 citationsIEEE transactions on neural networks and learning systems. 2025;36(9):16379-16391

Unsupervised Exposure Correction2507.17252v1 · Ruodai Cui, Li Niu, Guosheng Hu2025 · 6 citationsarXiv

Cross-Modal Distillation For Widely Differing Modalities2507.16296v2 · Cairong Zhao, Yufeng Jin, Zifan Song et al.2025 · 0 citationsarXiv

Cap2Sum: Learning to Summarize Videos by Generating Captions2408.12800v4 · Cairong Zhao, Chutian Wang, Zifan Song et al.2024 · 0 citationsarXiv

Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information.36107890 · Jiang, Xiruo, Liu, Sheng, Dai, Xili et al.2024 · 22 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):5103-5116

MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection2401.09923v2 · Guanxiong Sun, Yang Hua, Guosheng Hu et al.2024 · 64 citationsIn Proceedings of the AAAI Conference on Artificial Intelligence 2021 (Vol. 35, No. 3, pp. 2620-2627)

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning.33646956 · Mai, Zhijun, Hu, Guosheng, Chen, Dexiong et al.2022 · 41 citationsIEEE transactions on neural networks and learning systems. 2022;33(7):3050-3064

Boosting Active Learning via Improving Test Performance2112.05683v2 · Tianyang Wang, Xingjian Li, Pengkun Yang et al.2021 · 26 citationsAAAI 2022

DPT: Deformable Patch-based Transformer for Visual Recognition2107.14467v1 · Zhiyang Chen, Yousong Zhu, Chaoyang Zhao et al.2021 · 125 citationsarXiv

SP-GAN: Self-Growing and Pruning Generative Adversarial Networks.32649282 · Song, Xiaoning, Chen, Yao, Feng, Zhen-Hua et al.2021 · 34 citationsIEEE transactions on neural networks and learning systems. 2021;32(6):2458-2469

Imbalance Robust Softmax for Deep Embeeding Learning2011.11155v1 · Hao Zhu, Yang Yuan, Guosheng Hu et al.2020 · 3 citationsarXiv

DADA: Differentiable Automatic Data Augmentation2003.03780v3 · Yonggang Li, Guosheng Hu, Yongtao Wang et al.2020 · 45 citationsarXiv

Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network.30507505 · Zhang, Zhihong, Chen, Xu, Wang, Beizhan et al.2019 · 52 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2019;28(5):2187-2199

Frankenstein: Learning Deep Face Representations Using Small Data.28952941 · Guosheng Hu, Xiaojiang Peng, Yongxin Yang et al.2018 · 137 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2018;27(1):293-303

Half-Face Dictionary Integration for Representation-Based Classification.26841429 · Song, Xiaoning, Feng, Zhen-Hua, Hu, Guosheng et al.2018 · 21 citationsIEEE transactions on cybernetics. 2017;47(1):142-152

Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting.26087493 · Feng, Zhen-Hua, Hu, Guosheng, Kittler, Josef et al.2016 · 91 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2015;24(11):3425-40

Career total: 122 works. 33 are in this corpus.

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