11 citations · 12 across the 8 of their papers we have counts for
3 papers · 1 filter
Estimation of Appearance and Occupancy Information in Birds Eye View from Surround Monocular Images
Sarthak Sharma, Unnikrishnan R. Nair, Udit Singh Parihar +2
Autonomous driving requires efficient reasoning about the location and appearance of the different agents in the scene, which aids in downstream tasks such as object detection, obj…
Bridging Sim2Real Gap Using Image Gradients for the Task of End-to-End Autonomous Driving
Unnikrishnan R Nair, Sarthak Sharma, Udit Singh Parihar +2
We present the first prize solution to NeurIPS 2021 - AWS Deepracer Challenge. In this competition, the task was to train a reinforcement learning agent (i.e. an autonomous car), t…
NMR: Neural Manifold Representation for Autonomous Driving
Unnikrishnan R. Nair, Sarthak Sharma, Midhun S. Menon +1
Autonomous driving requires efficient reasoning about the Spatio-temporal nature of the semantics of the scene. Recent approaches have successfully amalgamated the traditional modu…