Search Results for author: Ayush Mangal

Found 3 papers, 1 papers with code

DEAP Cache: Deep Eviction Admission and Prefetching for Cache

1 code implementation19 Sep 2020 Ayush Mangal, Jitesh Jain, Keerat Kaur Guliani, Omkar Bhalerao

While previous approaches used the past as an indicator of the future, we instead explicitly model the future frequency and recency in a multi-task fashion with prefetching, leveraging the abilities of deep networks to capture futuristic trends and use them for learning eviction and admission.

BIG-bench Machine Learning Density Estimation

Visual Relationship Detection using Scene Graphs: A Survey

no code implementations16 May 2020 Aniket Agarwal, Ayush Mangal, Vipul

In this paper, we present a detailed survey on the various techniques for scene graph generation, their efficacy to represent visual relationships and how it has been used to solve various downstream tasks.

Graph Generation Image Generation +8

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