2016-10-05: We release the code and models for Places2 scene recognition challenge [ arXive ] [ Code ].
2016-06-18: We are the winner for Scene Classification, on Large-scale Scene Understanding Challenge at CVPR 2016 . [Result] [Slide]
2015-12-10: Our SIAT_MMLAB team got the 2nd place for Scene Image Classification at ILSVRC (ImageNet) 2015 . [Result]
2015-10-15: One ICCV workshop paper has been accepted.
2015-09-19: We are the 3rd winner for cultural event recognition, on ChaLearn Looking at People Challenge at ICCV 2015.
2015-08-07: We release the Places205-VGGNet models [Link] .
2015-06-05: We are the 2rd on scene classification, on Large-scale Scene Understanding at CVPR 2015 [Result].
Publications
Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai
IEEE Conference on Computer Vision and Pattern Recognition(CVPR),2020.
[ Paper ] [ Code ]
Knowledge Integration Networks for Action Recognition
Shiwen Zhang, Sheng Guo, Limin Wang, Weilin Huang, Matthew R Scott
The 34th AAAI Conference on Artificial Intelligence (AAAI),2020.
[ Paper ]
V4D: 4D Convolutional Neural Networks for Video-level Representation Learning
Shiwen Zhang, Sheng Guo, Weilin Huang, Matthew R Scott, Limin Wang
The 8th International Conference on Learning Representations (ICLR),2020.
[ Paper ] [ Code ]
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation
Weifeng Ge, Sheng Guo, Weilin Huang, Matthew R Scott
IEEE International Conference on Computer Vision (ICCV),2019 .
[ Paper ]
The iMaterialist Fashion Attribute Dataset
Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R Scott, Hartwig Adam, Serge Belongie
IEEE International Conference on Computer Vision Workshops (ICCVW),2019.
[ Paper ]
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images
Sheng Guo, Weilin Huang, Haozhi Zhang, Chenfan Zhuang, Dengke Dong, Matthew R Scott, Dinglong Huang
The European Conference on Computer Vision (ECCV),2018.
[ Paper ]
Locally-Supervised Deep Hybrid Model for Scene Recognition
S. Guo, W. Huang, L. Wang, Y. Qiao
IEEE Transaction on image processing , (TIP),2017.
[ Paper ]
Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs
L. Wang, S. Guo, W. Huang, Y. Xiong and Y. Qiao
IEEE Transaction on image processing , (TIP),2017.
[ Paper ] [ Code ]
Places205-VGGNet Models for Scene Recognition
L. Wang, S. Guo, W. Huang, and Y. Qiao
ArXiv 1508.01667, 2015.
[ Paper ] [ Project Page ] Obtain the state-of-the-art performance on the datasets of Places205, SUN397, and MIT67
Local Color Contrastive Descriptor for Image Classification
S. Guo, W. Huang, and Y. Qiao
ArXiv:1508.00307, 2015.
[ Paper ] Submitted to IEEE Transactions on Multimedia.
Better Exploiting OS-CNNs for Better Event Recognition in Images
L. Wang, Z. Wang, S. Guo, and Y. Qiao
ChaLearn Looking at People (LAP) workshop, ICCV, 2015.
[ Paper ] Obtain 84.7% mAP and rank 3rd on the track of cultural event recognition.
F-divergence based Local Contrastive Descriptor for Image Classification
S. Guo, W. Huang, C Xu and Y. Qiao
IEEE International Conference on Information Science and Technology , (ICIST) , 2014.
[ Paper ]
BOUNDEDNESS ON MORREY SPACE FOR TOEPLITZ TYPE OPERATOR ASSOCIATED TO SINGULAR INTEGRAL OPERATOR WITH VARIABLE CALDERON–ZYGMUND KERNEL
C. Huang, S. Guo, and L. Liu
Journal of Mathematical Inequalities, Volume 8, Number 3 (2014), 453–464.
[ Paper ]
