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Kumar Desappan
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2020 – today
- 2023
- [c12]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: 1-5 - [c11]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: 113-1 - 2022
- [c10]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: 1-5 - [c9]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: 1-5 - 2020
- [i1]Aniket Limaye, Manu Mathew, Soyeb Nagori, Pramod Kumar Swami, Debapriya Maji, Kumar Desappan:
SS3D: Single Shot 3D Object Detector. CoRR abs/2004.14674 (2020)
2010 – 2019
- 2018
- [c8]Kumar Desappan, Mihir Mody, Manu Mathew, Pramod Swami, Praveen Eppa:
CNN Inference: Dynamic and Predictive Quantization. ICCE-Berlin 2018: 1-4 - [c7]Mihir Mody, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori:
Low cost and power CNN/deep learning solution for automated driving. ISQED 2018: 432-436 - 2017
- [c6]Manu Mathew, Kumar Desappan, Pramod Kumar Swami, Soyeb Nagori:
Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices. CVPR Workshops 2017: 328-336 - [c5]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: 231-232 - [c4]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: 233-234 - 2016
- [c3]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: 819-827 - 2015
- [c2]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: 456-463 - 2014
- [c1]Prashanth Viswanath, Pramod Swami, Kumar Desappan, Anshu Jain, Anoop Pathayapurakkal:
ORB in 5 ms: An Efficient SIMD Friendly Implementation. ACCV Workshops (1) 2014: 675-686
Coauthor Index
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