Search Results for author: Pranav Gupta

Found 4 papers, 2 papers with code

Testing LLM performance on the Physics GRE: some observations

no code implementations7 Dec 2023 Pranav Gupta

With the recent developments in large language models (LLMs) and their widespread availability through open source models and/or low-cost APIs, several exciting products and applications are emerging, many of which are in the field of STEM educational technology for K-12 and university students.

FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing

1 code implementation CVPR 2022 Rishubh Singh, Pranav Gupta, Pradeep Shenoy, Ravikiran Sarvadevabhatla

Our framework involves independent dense prediction of object category and part attributes which increases scalability and reduces task complexity compared to the monolithic label space counterpart.

Object Scene Parsing

An active inference model of collective intelligence

no code implementations2 Apr 2021 Rafael Kaufmann, Pranav Gupta, Jacob Taylor

In this paper we use the Active Inference Formulation (AIF), a framework for explaining the behavior of any non-equilibrium steady state system at any scale, to posit a minimal agent-based model that simulates the relationship between local individual-level interaction and collective intelligence (operationalized as system-level performance).

Managing Congregations of People by Predicting Likelihood of a Person being Infected by a Contagious Disease like the COVID Virus

1 code implementation IEEE Cloud Computing in Emerging Markets 2020 Pranav Gupta, Manish Gupta

Can we have a way to understand the risk of a person being infected as compared to another person so that we can make decisions of segregating the two people or to decline entry to a person?

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