Academic Publications

Academic Publications

PRDCSG has harnessed great leaders as much as it has great talent. These key figures lead major research and development projects at the top of their individual fields. Commanding authority and notable achievements in the industry, we are proud that they are a core part of the team.

Driver Pose Estimation Using Recurrent Lightweight Network and Virtual Data Augmented Transfer Learning

Yazhou Liu, Pongsak Lasang, Sugiri Pranata, Shengmei Shen, Wenchao Zhang
IEEE Transactions on Intelligent Transportation Systems, 2019.06

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Deep Face Recognition Model Compression via Knowledge Transfer and Distillation

Jayashree Karlekar, Jiashi Feng, Zi Sian Wong, Sugiri Pranata
arXiv, 2019, 2019.06

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Anomaly Detection with Adversarial Dual Autoencoders

Ha Son Vu, Daisuke Ueta, Kiyoshi Hashimoto, Kazuki Maeno, Sugiri Pranata, Sheng Mei Shen
arXiv, 2019, 2019.02

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Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition

Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Fang Zhao, Jianshu Li, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019.01

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Image Denoising with Deep Convolutional and Multi-directional LSTM Networks under Poisson Noise Environments

Teerawat Piriyatharawet, Wuttipong Kumwilaisak, Pongsak Lasang
18th International Symposium on Communications and Information Technologies (ISCIT) 2018, 2018.09

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ThinNet: An Efficient Convolutional Neural Network for Object Detection

Sen Cao, Yazhou Liu, Changxin Zhou, Quan-Sen Sun, Pongsak Lasang, Shengmei Shen
24th International Conference on Pattern Recognition (ICPR) 2018, 2018.08

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3D-Aided Deep Pose-Invariant Face Recognition

Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
2018 International Joint Conference on Artificial Intelligence (IJCAI), 2018.07

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Towards Pose Invariant Face Recognition in the Wild

Jian Zhao, Yu Cheng, Yan, Xu, Lin Xiong, Jianshu Li, Fang Zhao, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
Conference on Computer Vision and Pattern Recognition (CVPR) 2018, 2018.06

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Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection

Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Sugiri Pranata, Shengmei Shen, Junliang Xing
2018 International Joint Conference on Artificial Intelligence (IJCAI), 2018.06

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Audio-Visual Emotion Recognition with Capsule-like Feature Representation and Model-Based Reinforcement Learning

Xi Ouyang, Srikanth Nagisetty, Gue Hua Ester Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), 2018.05

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