Search Results for author: Vedang Bhupesh Shenvi Nadkarni

Found 2 papers, 1 papers with code

GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds

1 code implementation29 Nov 2023 Prashant Kumar, Kshitij Madhav Bhat, Vedang Bhupesh Shenvi Nadkarni, Prem Kalra

We utilize this property to obtain a backbone skeleton of a LiDAR scan in the form of a single connected component that is a proxy to its global topology.

Differentiable SLAM Helps Deep Learning-based LiDAR Perception Tasks

no code implementations17 Sep 2023 Prashant Kumar, Dheeraj Vattikonda, Vedang Bhupesh Shenvi Nadkarni, Erqun Dong, Sabyasachi Sahoo

We investigate a new paradigm that uses differentiable SLAM architectures in a self-supervised manner to train end-to-end deep learning models in various LiDAR based applications.

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