Search Results for author: Kousik Rajesh

Found 4 papers, 2 papers with code

Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks

no code implementations31 Jul 2023 Kousik Rajesh, Mrigank Raman, Mohammed Asad Karim, Pranit Chawla

In recent times there has been a surge of multi-modal architectures based on Large Language Models, which leverage the zero shot generation capabilities of LLMs and project image embeddings into the text space and then use the auto-regressive capacity to solve tasks such as VQA, captioning, and image retrieval.

Image Retrieval Object +2

Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance Regularization

1 code implementation5 Jun 2023 Andrew Stange, Robert Lo, Abishek Sridhar, Kousik Rajesh

In this project we attempt to make slot-based models with an image reconstruction objective competitive with those that use a feature reconstruction objective on real world datasets.

Image Reconstruction

A Multi-Objective approach to the Electric Vehicle Routing Problem

no code implementations26 Aug 2022 Kousik Rajesh, Eklavya Jain, Prakash Kotecha

While it seems that the EVRP should not be much different from traditional vehicle routing problems (VRPs), challenges like limited cruising time, long charging times, and limited availability of charging facilities for electric vehicles makes all the difference.

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