College of Computing and Data Science (CCDS)

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251 to 260 of 311 Results

Replication Data for: A Dilated Inception Network for Visual Saliency Prediction Oct 26, 2020 - Yang Sheng Yang, Sheng, 2020, "Replication Data for: A Dilated Inception Network for Visual Saliency Prediction", https://doi.org/10.21979/N9/OIYLBK, DR-NTU (Data), V1 This repository contains the reference code for our TMM paper. The related Github link is https://github.com/ysyscool/DINet
Yang Sheng(Nanyang Technological University) Oct 26, 2020
Panda images dataset Sep 18, 2020 - Wai Kin Adams KONG Chen, Peng; Swarup, Pranjal; Matkowski, Wojciech Michal; Kong, Adams Wai Kin; Han, Su; Zhang, Zhihe; Rong, Hou, 2020, "Panda images dataset", https://doi.org/10.21979/N9/8CYVGF, DR-NTU (Data), V4 The data used in the study titled "A Study on Giant Panda Recognition Based on Images of a Large Proportion of Captive Pandas".
Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems Aug 26, 2020 - Software Reliability and Security Lab Du, Xiaoning; Li, Yi; Xie, Xiaofei; Ma, Lei; Liu, Yang; Zhao, Jianjun, 2020, "Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems", https://doi.org/10.21979/N9/TTTSFK, DR-NTU (Data), V1 This supplementary material contains additional proofs for the paper: "Marble: Model-based Robustness Analysis of Stateful DeepLearning Systems".
Replication Data for: GenSlice: Generalized Semantic History Slicing Aug 21, 2020 - Software Reliability and Security Lab Zhu, Chenguang; Li, Yi; Rubin, Julia; Chechik, Marsha, 2020, "Replication Data for: GenSlice: Generalized Semantic History Slicing", https://doi.org/10.21979/N9/LPHCUS, DR-NTU (Data), V3 This dataset contains the raw experiment data and replication package for the ICSME'20 paper: "GenSlice: Generalized Semantic History Slicing". The replication package is also available at: https://github.com/Chenguang-Zhu/icsme20-artifact (2020-08-06)
Replication Data for: Towards Automated Verification of Smart Contract Fairness May 27, 2020 - Software Reliability and Security Lab Liu, Ye; Li, Yi; Lin, Shang-Wei, 2020, "Replication Data for: Towards Automated Verification of Smart Contract Fairness", https://doi.org/10.21979/N9/0BEVRT, DR-NTU (Data), V1 Software artifacts created for the paper titled "Towards Automated Verification of Smart Contract Fairness" accepted at FSE'20.
Software Reliability and Security Lab(Nanyang Technological University) May 27, 2020 Research data deposit for Yi Li's Software Reliability and Security (SRS) lab.
Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling May 12, 2020 - Wen Yonggang Hu, Weizheng; Li, Jie; Zhu, Chenxiao; Zhang, Wei; Wen, Yonggang, 2020, "Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling", https://doi.org/10.21979/N9/56MTEH, DR-NTU (Data), V2, UNF:6:PfZTy8hHFxpEL725OduxrA== [fileUNF] These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and h...
Mahardhika Pratama(Nanyang Technological University) Apr 14, 2020 Research topics: • Fuzzy Machine Learning • Intelligent Control Systems • Evolving and Intelligent Systems • Data Stream Mining • Big Data Analytics • Real World Applications of Computational Intelligence
Thermal Image Guided Upsampling Apr 6, 2020 - Teerawat Piriyatharawet Piriyatharawet, Teerawat, 2020, "Thermal Image Guided Upsampling", https://doi.org/10.21979/N9/9JG8D3, DR-NTU (Data), V1, UNF:6:IuGM51Q8N4QLGePoc6I4EA== [fileUNF] A low-resolution thermal imaging sensor becomes more affordable and is widely used in home applications. However, in order to understand detailed activities, a high-resolution thermal image is required. In this paper, we present an unsupervised deep learning framework for joint u...

Replication Data for: A Dilated Inception Network for Visual Saliency Prediction

Oct 26, 2020 - Yang Sheng

Yang, Sheng, 2020, "Replication Data for: A Dilated Inception Network for Visual Saliency Prediction", https://doi.org/10.21979/N9/OIYLBK, DR-NTU (Data), V1

This repository contains the reference code for our TMM paper. The related Github link is https://github.com/ysyscool/DINet

Yang Sheng(Nanyang Technological University)

Oct 26, 2020

Panda images dataset

Sep 18, 2020 - Wai Kin Adams KONG

Chen, Peng; Swarup, Pranjal; Matkowski, Wojciech Michal; Kong, Adams Wai Kin; Han, Su; Zhang, Zhihe; Rong, Hou, 2020, "Panda images dataset", https://doi.org/10.21979/N9/8CYVGF, DR-NTU (Data), V4

The data used in the study titled "A Study on Giant Panda Recognition Based on Images of a Large Proportion of Captive Pandas".

Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems

Aug 26, 2020 - Software Reliability and Security Lab

Du, Xiaoning; Li, Yi; Xie, Xiaofei; Ma, Lei; Liu, Yang; Zhao, Jianjun, 2020, "Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems", https://doi.org/10.21979/N9/TTTSFK, DR-NTU (Data), V1

This supplementary material contains additional proofs for the paper: "Marble: Model-based Robustness Analysis of Stateful DeepLearning Systems".

Replication Data for: GenSlice: Generalized Semantic History Slicing

Aug 21, 2020 - Software Reliability and Security Lab

Zhu, Chenguang; Li, Yi; Rubin, Julia; Chechik, Marsha, 2020, "Replication Data for: GenSlice: Generalized Semantic History Slicing", https://doi.org/10.21979/N9/LPHCUS, DR-NTU (Data), V3

This dataset contains the raw experiment data and replication package for the ICSME'20 paper: "GenSlice: Generalized Semantic History Slicing". The replication package is also available at: https://github.com/Chenguang-Zhu/icsme20-artifact (2020-08-06)

Replication Data for: Towards Automated Verification of Smart Contract Fairness

May 27, 2020 - Software Reliability and Security Lab

Liu, Ye; Li, Yi; Lin, Shang-Wei, 2020, "Replication Data for: Towards Automated Verification of Smart Contract Fairness", https://doi.org/10.21979/N9/0BEVRT, DR-NTU (Data), V1

Software artifacts created for the paper titled "Towards Automated Verification of Smart Contract Fairness" accepted at FSE'20.

Software Reliability and Security Lab(Nanyang Technological University)

May 27, 2020

Research data deposit for Yi Li's Software Reliability and Security (SRS) lab.

Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling

May 12, 2020 - Wen Yonggang

Hu, Weizheng; Li, Jie; Zhu, Chenxiao; Zhang, Wei; Wen, Yonggang, 2020, "Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling", https://doi.org/10.21979/N9/56MTEH, DR-NTU (Data), V2, UNF:6:PfZTy8hHFxpEL725OduxrA== [fileUNF]

These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and h...

Mahardhika Pratama(Nanyang Technological University)

Apr 14, 2020

Research topics: • Fuzzy Machine Learning • Intelligent Control Systems • Evolving and Intelligent Systems • Data Stream Mining • Big Data Analytics • Real World Applications of Computational Intelligence

Thermal Image Guided Upsampling

Apr 6, 2020 - Teerawat Piriyatharawet

Piriyatharawet, Teerawat, 2020, "Thermal Image Guided Upsampling", https://doi.org/10.21979/N9/9JG8D3, DR-NTU (Data), V1, UNF:6:IuGM51Q8N4QLGePoc6I4EA== [fileUNF]

A low-resolution thermal imaging sensor becomes more affordable and is widely used in home applications. However, in order to understand detailed activities, a high-resolution thermal image is required. In this paper, we present an unsupervised deep learning framework for joint u...

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