no code implementations • 31 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.
1 code implementation • 5 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.
no code implementations • 26 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.
1 code implementation • 24 Apr 2022 • Shelvin Chand, Kousik Rajesh, Rohitash Chandra
The resource constrained project scheduling problem (RCPSP) is an NP-Hard combinatorial optimization problem.