Kumar Desappan

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Top Venues

Autonomous Vehicles and Machines

Publications

Shyam Jagannathan, Vijay Pothukuchi, Jesse Villarreal, Kumar Desappan, Manu Mathew, Rahul Ravikumar, Aniket Limaye, Mihir Mody, Pramod Swami, Piyali Goswami, Carlos Rodriguez, Emmanuel Madrigal, Marco Herrera
OpTIFlow - An optimized end-to-end dataflow for accelerating deep learning workloads on heterogeneous SoCs. Autonomous Vehicles and Machines (2023)
Mihir Mody, Kumar Desappan, Pramod Swami, David Smith, Shyam Jagannathan, Kevin Lavery, Gregory Shultz, Jason Jones
Orchestration of co-operative and adaptive multi-core deep learning engines. Autonomous Vehicles and Machines (2023)
Kumar Desappan, Anand Pathak, Pramod Swami, Mihir Mody, Yuan Zhao, Paula Carrillo, Praveen Eppa, Jianzhong Xu
Open source deep learning inference libraries for autonomous driving systems. Autonomous Vehicles and Machines (2022)
Mayank Mangla, Mihir Mody, Kedar Chitnis, Piyali Goswami, Tarkesh Pande, Shashank Dabral, Shyam Jagannathan, Stefan Haas, Gang Hua, Hrushikesh Garud, Kumar Desappan, Prithvi Shankar, Niraj Nandan
Efficient in-cabin monitoring solution using TI TDA2PxSOCs. Autonomous Vehicles and Machines (2022)
Aniket Limaye, Manu Mathew, Soyeb Nagori, Pramod Kumar Swami, Debapriya Maji, Kumar Desappan
SS3D: Single Shot 3D Object Detector. CoRR (2020)
Kumar Desappan, Mihir Mody, Manu Mathew, Pramod Swami, Praveen Eppa
CNN Inference: Dynamic and Predictive Quantization. ICCE-Berlin (2018)
Mihir Mody, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori
Low cost and power CNN/deep learning solution for automated driving. ISQED (2018)
Manu Mathew, Kumar Desappan, Pramod Kumar Swami, Soyeb Nagori
Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices. CVPR Workshops (2017)
Shyam Jagannathan, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori, Kedar Chitnis, Yogesh Marathe, Deepak Poddar, Suriya Narayanan
Efficient object detection and classification on low power embedded systems. ICCE (2017)
Deepak Poddar, Pramod Swami, Soyeb Nagori, Prashanth Viswanath, Manu Mathew, Kumar Desappan, Anshu Jain, Shyam Jagannathan
Real time Structure from Motion for Driver Assistance System. ICCE (2017)
Prashanth Viswanath, Kedar Chitnis, Pramod Swami, Mihir N. Mody, Sujith Shivalingappa, Soyeb Nagori, Manu Mathew, Kumar Desappan, Shyam Jagannathan, Deepak Poddar, Anshu Jain, Hrushikesh Garud, Vikram V. Appia, Mayank Mangla, Shashank Dabral
A Diverse Low Cost High Performance Platform for Advanced Driver Assistance System (ADAS) Applications. CVPR Workshops (2016)
Mihir N. Mody, Pramod Swami, Kedar Chitnis, Shyam Jagannathan, Kumar Desappan, Anshu Jain, Deepak Poddar, Zoran Nikolic, Prashanth Viswanath, Manu Mathew, Soyeb Nagori, Hrushikesh Garud
High Performance Front Camera ADAS Applications on TI's TDA3X Platform. HiPC (2015)
Prashanth Viswanath, Pramod Swami, Kumar Desappan, Anshu Jain, Anoop Pathayapurakkal
ORB in 5 ms: An Efficient SIMD Friendly Implementation. ACCV Workshops (1) (2014)