Search Results for author: Adway Mitra

Found 6 papers, 1 papers with code

Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City

no code implementations28 May 2022 Varun Madhavan, Adway Mitra, Partha Pratim Chakrabarti

An alternative is to develop an emulator, a surrogate model that can predict the Agent-Based Simulator's output based on its initial conditions and parameters.

Spatio-temporal relationships between rainfall and convective clouds during Indian Monsoon through a discrete lens

no code implementations19 Aug 2020 Arjun Sharma, Adway Mitra, Vishal Vasan, Rama Govindarajan

We find that changes in convective cloud activity across India most commonly occur due to the establishment of a north-south OLR gradient which persists for 1-2 days and shifts the convective cloud cover from light to deep or vice versa.

Electoral David vs Goliath: How does the Spatial Concentration of Electors affect District-based Elections?

no code implementations21 Jun 2020 Adway Mitra

Our models are inspired by elections in India, where supporters of different parties tend to be concentrated in certain districts.

Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE

3 code implementations18 Dec 2018 Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra

If such trajectories are used to understand the behavior (normal or anomalous) of moving objects, they need to be represented correctly.

Anomaly Detection Classification +2

Exploring Bayesian Models for Multi-level Clustering of Hierarchically Grouped Sequential Data

no code implementations19 Apr 2015 Adway Mitra

A wide range of Bayesian models have been proposed for data that is divided hierarchically into groups.

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