Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 19

Triple discriminator generative adversarial network for zero-shot image classification
Ji, Zhong; Yan, Jiangtao; Wang, Qiang; Pang, Yanwei; Li, Xuelong
Sci China Inf Sci, 2021, 64(2): 120101
Keywords: zero-shot classification; generative adversarial nets; text reconstruction; sharma-mittal entropy
Cite as: Ji Z, Yan J T, Wang Q, et al. Triple discriminator generative adversarial network for zero-shot image classification. Sci China Inf Sci, 2021, 64(2): 120101, doi: 10.1007/s11432-020-3032-8

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation
Mao, Fengling; Ma, Bingpeng; Chang, Hong; Shan, Shiguang; Chen, Xilin
Sci China Inf Sci, 2021, 64(2): 120102
Keywords: generative adversarial network; text-to-image synthesis; knowledge distillation
Cite as: Mao F L, Ma B P, Chang H, et al. Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation. Sci China Inf Sci, 2021, 64(2): 120102, doi: 10.1007/s11432-020-2900-x

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 33

PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection
Xie, Jin; Pang, Yanwei; Cholakkal, Hisham; Anwer, Rao; Khan, Fahad; Shao, Ling
Sci China Inf Sci, 2021, 64(2): 120103
Keywords: pedestrian detection; graph convolutional network; occlusion; object detection; feature extraction
Cite as: Xie J, Pang Y W, Cholakkal H, et al. PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection. Sci China Inf Sci, 2021, 64(2): 120103, doi: 10.1007/s11432-020-2969-8

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 46

Task-wise attention guided part complementary learning for few-shot image classification
Cheng, Gong; Li, Ruimin; Lang, Chunbo; Han, Junwei
Sci China Inf Sci, 2021, 64(2): 120104
Keywords: few-shot learning; meta-learning; task-wise attention; part complementary learning
Cite as: Cheng G, Li R M, Lang C B, et al. Task-wise attention guided part complementary learning for few-shot image classification. Sci China Inf Sci, 2021, 64(2): 120104, doi: 10.1007/s11432-020-3156-7

Special Focus on Deep Learning for Computer Vision
LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Learning generalizable deep feature using triplet-batch-center loss for person re-identification
Hu, Bin; Xu, Jiwei; Wang, Xinggang
Sci China Inf Sci, 2021, 64(2): 120111
Keywords: person re-identification; triplet loss; triplet-batch-center loss; metric learning; deep learning
Cite as: Hu B, Xu J W, Wang X G. Learning generalizable deep feature using triplet-batch-center loss for person re-identification. Sci China Inf Sci, 2021, 64(2): 120111, doi: 10.1007/s11432-019-2943-6