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Connie Khor Li Kou

Connie Kou

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affiliation: National University of Singapore, School of Computing, Singapore

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Journal Articles

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2020
[j2]
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  - journals/ijon/KouLNS20
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Connie Khor Li Kou, Hwee Kuan Lee, Teck Khim Ng, Jorge Sanz:
Theoretical and experimental analysis on the generalizability of distribution regression network. Neurocomputing 401: 257-270 (2020)
2019
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Connie Khor Li Kou, Hwee Kuan Lee, Teck Khim Ng:
A compact network learning model for distribution regression. Neural Networks 110: 199-212 (2019)

Conference and Workshop Papers

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2023
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Yongsheng Liu, Yanxing Qi, Jiangwei Zhang, Connie Kou, Qiaolin Chen:
MMBench: The Match Making Benchmark. WSDM 2023: 1128-1131
2020
[c3]
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Connie Kou, Hwee Kuan Lee, Ee-Chien Chang, Teck Khim Ng:
Enhancing Transformation-Based Defenses Against Adversarial Attacks with a Distribution Classifier. ICLR 2020
2019
[c2]
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Cuong Phuc Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou, Sojeong Park, Farhan Akram, Hwee Kuan Lee:
Fence GAN: Towards Better Anomaly Detection. ICTAI 2019: 141-148
2014
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Connie Khor Li Kou, Chao-Hui Huang:
Massively parallelized support vector machines based on GPU-accelerated multiplicative updates. CIDM 2014: 431-438

Informal and Other Publications

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2019
[i4]
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  - journals/corr/abs-1904-01209
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Cuong Phuc Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou, Sojeong Park, Farhan Akram, Hwee Kuan Lee:
Fence GAN: Towards Better Anomaly Detection. CoRR abs/1904.01209 (2019)
[i3]
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  - journals/corr/abs-1906-00258
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Connie Kou, Hwee Kuan Lee, Teck Khim Ng, Ee-Chien Chang:
Enhancing Transformation-based Defenses using a Distribution Classifier. CoRR abs/1906.00258 (2019)
2018
[i2]
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Connie Kou, Hwee Kuan Lee, Teck Khim Ng:
Distribution Regression Network. CoRR abs/1804.04775 (2018)
[i1]
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  - journals/corr/abs-1811-01506
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Connie Kou, Hwee Kuan Lee, Teck Khim Ng, Jorge Sanz:
An Efficient Network for Predicting Time-Varying Distributions. CoRR abs/1811.01506 (2018)

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