-
Mix-order Attention Networks for Image Restoration
[PDF]
[PDF] [Code](CCF:A, 多媒体顶级会议)
Tao Dai, Yalei Lv, Bin Chen(#), Zhi Wang, Zexuan Zhu(#), Shu-Tao Xia
ACM International Conference on Multimedia (MM-21),
Oct. 2021. (Oral)
-
Second-order attention network for single image super-resolution
[PDF]
[Code] (CCF:A, 计算机视觉顶级会议)
Tao Dai, Jianrui Cai, Yongbin Zhang, Shutao Xia, Lei Zhang
IEEE conference on computer vision and pattern recognition (CVPR-19),
US, Jun. 2019. (Oral)
-
DIPDefend: Deep Image Prior Driven Defense against Adversarial Examples
[PDF] [Code](CCF:A, 多媒体顶级会议)
Tao Dai, Yan Feng, Dongxian Wu, Bin Chen, Jian Lu, Yong Jiang, Shutao Xia
ACM International Conference on Multimedia (MM-20),
Westminster, USA, Oct. 2020. (Oral)
-
Knowledge Refinery: Learning from Decoupled Label
[PDF] [Code](CCF:A, 人工智能顶级会议)
Qianggang Ding, Sifan Wu, Tao Dai(#), Hao Sun, Jiadong Guo, Zhanghua Fu, Shutao Xia
2021 AAAI Conference on Artificial Intelligence (AAAI-21),
Feb. 2021. (Oral)
-
Adversarial Attack on Deep Product Quantization Network for Image Retrieval
[PDF]
[Code](CCF:A, 人工智能顶级会议)
Yan Feng, Bin Chen, Tao Dai(#), Shutao Xia
2020 AAAI Conference on Artificial Intelligence (AAAI-20),
New York, USA, Feb. 2020. (Oral)
-
Robust Survey Aggregation with Student-t Distribution and Sparse Representation
[PDF] [Code](CCF:A, 人工智能顶级会议)
Qingtao Tang, Tao Dai(co-first), Li Niu, Yisen Wang, Shu-Tao Xia, Jianfei Cai
2017 International Joint Conferences on Artificial Intelligence (IJCAI-2017),
Melbourne, Sept. 2017. (Oral)
-
Hilbert-based generative defense for adversarial examples
[PDF]
[Code](CCF:A, 计算机视觉顶级会议)
Yang Bai, Yan Feng, Yisen Wang, Tao Dai, Shutao Xia, Yong Jiang
IEEE International Conference on Computer Vision (ICCV-19),
Seoul, South Kerean, Oct. 2019. (Oral)
-
Student-t Process Regression with Student-t Likelihood [PDF] [Code](CCF:A, 人工智能顶级会议)
Qingtao Tang, Li Niu, Yisen Wang, Tao Dai, Jianfei Cai,Shu-Tao Xia
2017 International Joint Conferences on Artificial Intelligence (IJCAI-2017),
Melbourne, Sept. 2017. (Oral)
-
Automatic Grassland Degradation Estimation Using Deep Learning [PDF]
[Code](CCF:A, 人工智能顶级会议)
Xiyu Yan, Yong Jiang, Shuai Chen, Zihao He, Chunmei Li, Shutao Xia, Tao Dai, Shuo
Dong, Feng Zheng
International Joint Conference on Artificial Intelligence (IJCAI-19),
Macao, China, Aug. 2019. (Oral)
-
Corrdrop: Correlation Based Dropout for Convolutional Neural Networks [PDF]
[Code] (CCF:B, 信号处理旗舰会议)
Yuyuan Zeng, Tao Dai(#), Shutao Xia
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP-20),
May. 2020. (Oral)
-
Sure-based dual domain image denoising [PDF]
[Code](CCF:B, 信号处理旗舰会议)
Zhiya Xu, Tao Dai(co-first), Li Niu, Jiawei Li, Qingtao Tang, Shutao Xia
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP-18),
Canada, Apr. 2018. (Oral)
-
Residual Frame for Noisy Video Classification According to Perceptual Quality in
Convolutional Neural Networks [PDF]
[Code](CCF:B, 多媒体旗舰会议)
Huaixuan Zhang, Yuhai Lan, Tao Dai(CA), Ruizhi Qiao, Ying Xu, Yao Yao, Shutao Xia
IEEE International Conference on Multimedia and Exp
(ICME-19),
Shanghai, China, Jul. 2019. (Oral)
-
Sure-based dual domain image denoising [PDF]
[Code](CCF:B, 信号处理旗舰会议)
Zhiya Xu, Tao Dai(co-first), Li Niu, Jiawei Li, Qingtao Tang, Shutao Xia
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP-18),
Canada, Apr. 2018. (Oral)
-
Attentiondrop for Convolutional Neural Networks [PDF]
[Code](CCF:B, 多媒体旗舰会议)
Zhihao Ouyang, Yan Feng, Zihao He, Tianbo Hao, Tao Dai(CA), Shutao Xia
IEEE International Conference on Multimedia and Expo
(ICME-19),
Shanghai, China, Jul. 2019. (Oral)
-
Compressed Sensing Performance of Binary Matrices with Binary Column Correlations
[PDF][Code](CCF:B, 多媒体旗舰会议)
Weizhi Lu, Tao Dai, Shu-Tao Xia
Data Compression Conference (DCC-2017), America, Jun. 2017.
(Oral)
-
Deterministic constructions of binary measurement matrices with various sizes
[PDF][Code](CCF:B, 信号处理旗舰会议)
Xin-Ji Liu, Shu-Tao Xia, Tao Dai
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP-15), Australia, Apr. 2015.
-
Color Image Noise Covariance Estimation with Cross-Channel Image Noise Modeling
[PDF]
[Code](CCF:B, 多媒体理旗舰会议)
Li Dong, Jiantao Zhou, Tao Dai
IEEE International Conference on Multimedia and Expo
(ICME-18),
CanaBusan, Korea, Jun. 2018. (Oral)
-
Self-paced mixture of T distribution model
[PDF][Code](CCF:B, 信号处理旗舰会议)
Yang Zhang, Qingtao Tang, Li Niu, Tao Dai, Xi Xiao, Shu-Tao Xia
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP-18), Alberta, Canada, Apr. 2018.
-
Blind Quality Assessment of Multiply-distorted Images Based on Structural
Degradation [PDF] [Code](CCF:C, 图像处理旗舰会议)
Tao Dai, Ke Gu, Zhiya Xu, Qingtao Tang, Haoyi Liang, Yong-bing Zhang, Shu-Tao Xia
IEEE International Conference on Image Processing (ICIP-2017), Beijing,
China, Sep. 2017. (Oral)
-
Foveated Nonlocal Dual Denoising [PDF]
[Code](CCF:C, 图像处理旗舰会议)
Tao Dai, Ke Gu, Qingtao Tang, Kwok-Wai Hung, Yong-bing Zhang, Weizhi Lu, Shu-Tao
Xia
IEEE International Conference on Image Processing (ICIP-2017), Beijing,
China, Sep. 2017. (Oral)
-
PMPA: A patch-based multiscale products algorithm for image denoising [PDF] [Code](CCF:C, 图像处理旗舰会议)
Tao Dai, Chao-Bing Song, Ji-Ping Zhang, Shu-Tao Xia
IEEE International Conference on Image Processing (ICIP-2015),
Canada, Sep. 2015. (Poster) ((Top 10% Paper Award))
-
Progressive Splitting and Upscaling Structure for Super-Resolution [PDF]
[Code](CCF:C, 模式识别旗舰会议)
Qiang Li, Tao Dai(#), Shutao Xia
International Conference on Pattern Recognition (ICPR-20),
ITALY, Jan. 2021. (Oral)
-
Sample-aware Data Augmentor for Scene Text Recognition [PDF]
[Code](CCF:C, 模式识别旗舰会议)
Guanghao Meng, Tao Dai(#), Shudeng Wu, Bin Chen, Jian Lu, Yong Jiang, Shutao Xia
International Conference on Pattern Recognition (ICPR-20),
ITALY, Jan. 2021. (Oral)
-
Transferable Adversarial Attacks for Deep Scene Text Detection [PDF]
[Code](CCF:C, 模式识别旗舰会议)
Shudeng Wu, Tao Dai(#), Guanghao Meng, Bin Chen, Jian Lu, Shutao Xia
International Conference on Pattern Recognition (ICPR-20),
ITALY, Jan. 2021. (Oral)
-
FAKD: Feature-affinity based knowledge distillation for efficient image super-resolution
[PDF]
[Code](CCF:C, 图像处理旗舰会议)
Zibin He, Tao Dai(#), Jian Lu, Yong Jiang, Shutao Xia
IEEE International Conference on Image Processing (ICIP-20),
Oct. 2021. (Oral)
-
Cyclic annealing trainging convolutional neural networks for image classification with
noisy labels [PDF]
[Code](CCF:C, 图像处理旗舰会议)
Jiawei Li, Tao Dai, Qingtao Tang, Yeli Xing, Shutao Xia
IEEE International Conference on Image Processing (ICIP-18),
Athens, Greece, Oct. 2018. (Oral)
-
Single-Frame Super-Resolution via Compressive Sampling on Hybrid Reconstructions
[PDF][Code](CCF:C)
Ji-Ping Zhang, Tao Dai, and Shu-Tao Xia
International Conference on Neural Information Processing (ICONIP-2015),
Istanbul, Turkey, Oct. 2015. (Oral)
-
Image Super-Resolution via Residual Block Attention Network [PDF]
[Code]
Tao Dai, Hua Zha, Yong Jiang, Shutao Xia
IEEE International Conference on Computer Vision Workshops (ICCVw-19),
Seoul, South Kerean, Oct. 2019. (Oral)
-
Image Super-Resolution via Residual Block Attention Network [PDF]
[Code]
Tao Dai, Hua Zha, Yong Jiang, Shutao Xia
IEEE International Conference on Computer Vision Workshops (ICCVw-19),
Seoul, South Kerean, Oct. 2019. (Oral)
-
Content-aware bilateral filtering [PDF] [Code]
Tao Dai, Yongbing Zhang, Li Dong, Lida Li, Xinji Liu, Shutao Xia
IEEE International Conference on Multimedia Big Data (BigMM-18),
Xi'an, China, Sep. 2018. (Oral)
-
Hrnet: Hamiltonian Rescaling Network for Image Downscaling [PDF]
[Code]
[20] Yuzhao Chen, Xi Xiao, Tao Dai(CA),Shutao Xia
IEEE International Conference on Image Processing (ICIP-20),
Oct. 2020. (Oral)
-
Enhanced Image Restoration Via Supervised Target Feature Transfer [PDF]
[Code]
Yuzhao Chen, Tao Dai(CA), Xi Xiao, Jian Lu, Shutao Xia
IEEE International Conference on Image Processing (ICIP-20),
The United Arab Emirates, Oct. 2020. (Oral)
-
Self-attentive Pyramid Network for Single Image De-raining [PDF]
[Code]
Tao Dai, Hua Zha, Yong Jiang, Shutao Xia
International Conference on Neural Information Processing (ICONIP-19),
Sydney, Australia, Dec. 2019. (Oral)
-
A new guided image denoising by principal component analysis with local pixel grouping
[PDF]
[Code]
Xinji Liu, Tao Dai,
IEEE International Conference on Multimedia Big Data (BigMM-18),
Xi'an, China, Sep. 2018. (Oral)
-
Making Large Ensemble of Convolutional Neural Networks via Bootstrap Re-sampling
[PDF]
[Code]
Jiawei Li, Xingchun Xiang, Tao Dai, Shutao Xia
2019 IEEE Visual Communications and Image Processing (VCIP-19),
2019. (Oral)
-
SAM: Self-Attention based Deep Learning Method for Online Traffic Classification
[PDF]
[Code]
GuoruiXie, Qing Li, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard Sinnott,
Shutao Xia
NetAI-2020. (Oral)
|
