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Challenges and Opportunities in Rapid Epidemic Information Propagation with Live Knowledge Aggregation from Social Media

Nov 09, 2020
Calton Pu, Abhijit Suprem, Rodrigo Alves Lima


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ODIN: Automated Drift Detection and Recovery in Video Analytics

Sep 09, 2020
Abhijit Suprem, Joy Arulraj, Calton Pu, Joao Ferreira

* PVLDB, 13(11):2453-2465, 2020 

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Looking GLAMORous: Vehicle Re-Id in Heterogeneous Cameras Networks with Global and Local Attention

Feb 06, 2020
Abhijit Suprem, Calton Pu


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Small, Accurate, and Fast Vehicle Re-ID on the Edge: the SAFR Approach

Jan 24, 2020
Abhijit Suprem, Calton Pu, Joao Eduardo Ferreira


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EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources

Jan 23, 2020
Abhijit Suprem, Calton Pu


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Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks

Jan 07, 2020
Abhijit Suprem, Rodrigo Alves Lima, Bruno Padilha, Joao Eduardo Ferreira, Calton Pu

* 2019 IEEE Conference on Cognitive Machine Intelligence 

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Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking in Multi-Camera Networks

Dec 09, 2019
Abhijit Suprem, Rodrigo Alves Lima, Bruno Padilha, Joao Eduardo Ferreira, Calton Pu

* 2019 IEEE Conference on Cognitive Machine Intelligence 

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Event Detection in Noisy Streaming Data with Combination of Corroborative and Probabilistic Sources

Nov 21, 2019
Abhijit Suprem, Calton Pu


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ASSED -- A Framework for Identifying Physical Events through Adaptive Social Sensor Data Filtering

Sep 17, 2019
Abhijit Suprem, Calton Pu

* ACM DEBS 2019 

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Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks

Aug 18, 2019
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang


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Differentially Private Model Publishing for Deep Learning

May 05, 2019
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex

* Proceedings of the 40th IEEE Symposium on Security and Privacy (Oakland), 2019 

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A Comparative Measurement Study of Deep Learning as a Service Framework

Oct 29, 2018
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang


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