Siddharth Ancha

Siddharth Ancha

Carnegie Mellon University

H-index: 6

North America-United States

About Siddharth Ancha

Siddharth Ancha, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Active Perception, Robotics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robot Safety Monitoring using Programmable Light Curtains

Evora: Deep evidential traversability learning for risk-aware off-road autonomy

Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits

Active Safety Envelopes using Light Curtains with Probabilistic Guarantees

Exploiting & Refining Depth Distributions With Triangulation Light Curtains

Uncertainty-aware self-supervised 3D data association

Robust instance tracking via uncertainty flow

Active Perception using Light Curtains for Autonomous Driving

Siddharth Ancha Information

University

Position

Ph.D. Student Machine Learning Department

Citations(all)

225

Citations(since 2020)

206

Cited By

85

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Siddharth Ancha Skills & Research Interests

Active Perception

Robotics

Machine Learning

Top articles of Siddharth Ancha

Robot Safety Monitoring using Programmable Light Curtains

arXiv preprint arXiv:2404.03556

2024/4/4

Evora: Deep evidential traversability learning for risk-aware off-road autonomy

arXiv preprint arXiv:2311.06234

2023/11/10

Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits

arXiv preprint arXiv:2302.12597

2023/2/24

Active Safety Envelopes using Light Curtains with Probabilistic Guarantees

2021/7

Exploiting & Refining Depth Distributions With Triangulation Light Curtains

2021

Uncertainty-aware self-supervised 3D data association

2020/10/24

Robust instance tracking via uncertainty flow

arXiv preprint arXiv:2010.04367

2020/10/9

Active Perception using Light Curtains for Autonomous Driving

2020/8/23

See List of Professors in Siddharth Ancha University(Carnegie Mellon University)

Co-Authors

academic-engine