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Density-Aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 7, 页码: 4552-4572
Authors:  Zhang, Chi;  Lin, Zihang;  Xu, Liheng;  Li, Zongliang;  Tang, Wei;  Liu, Yuehu;  Meng, Gaofeng;  Wang, Le;  Li, Li
Favorite  |  View/Download:5/0  |  Submit date:2022/07/25
Feature extraction  Image synthesis  Scattering  Generative adversarial networks  Atmospheric modeling  Training  Testing  Haze synthesis  unsupervised image-to-image translation  self-supervised disentanglement  
Monocular contextual constraint for stereo matching with adaptive weights assignment 期刊论文
IMAGE AND VISION COMPUTING, 2022, 卷号: 121, 页码: 10
Authors:  Zhang, Chenghao;  Meng, Gaofeng;  Su, Bing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:13/0  |  Submit date:2022/06/10
Deep learning  Stereo matching  Monocular contextual constraint  Adaptive weights assignment  
Joint Semantic Segmentation and Edge Detection for Waterline Extraction 会议论文
, 线上参会, 2021-11
Authors:  Yuhang Chen;  Bolin Ni;  Gaofeng Meng;  Baoyin Sha
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Dynamic camera configuration learning for high-confidence active object detection 期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
Authors:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Meng, Gaofeng;  Pan, Chunhong
Favorite  |  View/Download:18/0  |  Submit date:2021/12/28
Object detection  Active object detection  Deep reinforcement learning  Camera control  
Enhanced Boundary Learning for Glass-like Object Segmentation 会议论文
, 线上会议, 2021-10-11 -> 2021-10-17
Authors:  Hao, He;  Xiangtai, Li;  Guangliang, Cheng;  Jianping, Shi;  Yunhai, Tong;  Gaofeng, Meng;  Véronique Prinet;  LuBin, Weng
Adobe PDF(7575Kb)  |  Favorite  |  View/Download:21/3  |  Submit date:2022/06/14
Semantic Segmentation  Glass-like Object Segmentation  Boundary Processing  
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2905-2920
Authors:  Zhang, Xinbang;  Chang, Jianlong;  Guo, Yiwen;  Meng, Gaofeng;  Xiang, Shiming;  Lin, Zhouchen;  Pan, Chunhong
Adobe PDF(1346Kb)  |  Favorite  |  View/Download:30/0  |  Submit date:2021/11/02
Computer architecture  Search problems  Optimization  Task analysis  Bridges  Binary codes  Estimation  Neural architecture search(NAS)  ensemble gumbel-softmax  distribution guided sampling  
EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 9, 页码: 13
Authors:  Fang, Jiemin;  Chen, Yukang;  Zhang, Xinbang;  Zhang, Qian;  Huang, Chang;  Meng, Gaofeng;  Liu, Wenyu;  Wang, Xinggang
Adobe PDF(377Kb)  |  Favorite  |  View/Download:26/0  |  Submit date:2021/11/02
architecture transfer  neural architecture search  evolutionary algorithm  large-scale dataset  
Handwritten Text Generation via Disentangled Representations 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 期号: 2021, 页码: 1838-1842
Authors:  Liu, Xiyan;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
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Disentangled representation  Handwritten text generation  
Decoupled Representation Learning for Character Glyph Synthesis 期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 2021, 期号: 2021, 页码: 1-13
Authors:  Xiyan Liu;  Gaofeng Meng;  Jianlong Chang;  Ruiguang Hu;  Shiming Xiang;  Chunhong Pan
Adobe PDF(4588Kb)  |  Favorite  |  View/Download:14/3  |  Submit date:2022/01/24
Character glyph synthesis  Decoupled representation  generative adversarial networks  
Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
Authors:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
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Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning