Calton Pu | DeepAI

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Featured Co-authors

Qi Zhang
242 publications
Wei Zhou
116 publications
Lei Yu
100 publications
Ling Liu
55 publications
Wenqi Wei
29 publications
Yanzhao Wu
21 publications
Abhijit Suprem
15 publications
Stacey Truex
14 publications
Ka-Ho Chow
14 publications
Mehmet Emre Gursoy
12 publications
Joy Arulraj
10 publications

∙ 05/20/2022

Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning

Machine learning models with explainable predictions are increasingly so...

34 Abhijit Suprem, et al. ∙

∙ 05/19/2022

MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection

COVID-19 related misinformation and fake news, coined an 'infodemic', ha...

11 Abhijit Suprem, et al. ∙

∙ 05/15/2022

Evaluating Generalizability of Fine-Tuned Models for Fake News Detection

The Covid-19 pandemic has caused a dramatic and parallel rise in dangero...

2 Abhijit Suprem, et al. ∙

∙ 11/09/2020

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

A rapidly evolving situation such as the COVID-19 pandemic is a signific...

6 Calton Pu, et al. ∙

∙ 09/09/2020

ODIN: Automated Drift Detection and Recovery in Video Analytics

Recent advances in computer vision have led to a resurgence of interest ...

2 Abhijit Suprem, et al. ∙

∙ 02/06/2020

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

Vehicle re-identification (re-id) is a fundamental problem for modern su...

10 Abhijit Suprem, et al. ∙

∙ 01/24/2020

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

We propose a Small, Accurate, and Fast Re-ID (SAFR) design for flexible ...

9 Abhijit Suprem, et al. ∙

∙ 01/23/2020

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

The ubiquity of social media makes it a rich source for physical event d...

0 Abhijit Suprem, et al. ∙

∙ 12/09/2019

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

As camera networks have become more ubiquitous over the past decade, the...

11 Abhijit Suprem, et al. ∙

∙ 11/21/2019

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

Global physical event detection has traditionally relied on dense covera...

0 Abhijit Suprem, et al. ∙

∙ 09/17/2019

Concept Drift Adaptive Physical Event Detection for Social Media Streams

Event detection has long been the domain of physical sensors operating i...

0 Abhijit Suprem, et al. ∙

∙ 09/17/2019

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

Physical event detection has long been the domain of static event proces...

0 Abhijit Suprem, et al. ∙

∙ 08/18/2019

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

Learning Rate (LR) is an important hyper-parameter to tune for effective...

0 Yanzhao Wu, et al. ∙

∙ 04/03/2019

Differentially Private Model Publishing for Deep Learning

Deep learning techniques based on neural networks have shown significant...

0 Lei Yu, et al. ∙

∙ 10/29/2018

A Comparative Measurement Study of Deep Learning as a Service Framework

Big data powered Deep Learning (DL) and its applications have blossomed ...

0 Yanzhao Wu, et al. ∙

∙ 07/05/2018

A Comparative Study of Containers and Virtual Machines in Big Data Environment

Container technique is gaining increasing attention in recent years and ...

0 Qi Zhang, et al. ∙

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