Kumar Desappan

13 papers C 2Misc 1Journal 1Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	OpTIFlow - An optimized end-to-end dataflow for accelerating deep learning workloads on heterogeneous SoCs. Autonomous Vehicles and Machines 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
2023	—	`conf`	Orchestration of co-operative and adaptive multi-core deep learning engines. Autonomous Vehicles and Machines Mihir Mody, Kumar Desappan, Pramod Swami, David Smith, Shyam Jagannathan, Kevin Lavery, Gregory Shultz, Jason Jones
2022	—	`conf`	Efficient in-cabin monitoring solution using TI TDA2PxSOCs. Autonomous Vehicles and Machines 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
2022	—	`conf`	Open source deep learning inference libraries for autonomous driving systems. Autonomous Vehicles and Machines Kumar Desappan, Anand Pathak, Pramod Swami, Mihir Mody, Yuan Zhao, Paula Carrillo, Praveen Eppa, Jianzhong Xu
2020	J	`jnl`	SS3D: Single Shot 3D Object Detector. CoRR Aniket Limaye, Manu Mathew, Soyeb Nagori, Pramod Kumar Swami, Debapriya Maji, Kumar Desappan
2018	—	`conf`	CNN Inference: Dynamic and Predictive Quantization. ICCE-Berlin Kumar Desappan, Mihir Mody, Manu Mathew, Pramod Swami, Praveen Eppa
2018	—	`conf`	Low cost and power CNN/deep learning solution for automated driving. ISQED Mihir Mody, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori
2017	C	`conf`	Efficient object detection and classification on low power embedded systems. ICCE Shyam Jagannathan, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori, Kedar Chitnis, Yogesh Marathe, Deepak Poddar, Suriya Narayanan
2017	C	`conf`	Real time Structure from Motion for Driver Assistance System. ICCE Deepak Poddar, Pramod Swami, Soyeb Nagori, Prashanth Viswanath, Manu Mathew, Kumar Desappan, Anshu Jain, Shyam Jagannathan
2017	—	`conf`	Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices. CVPR Workshops Manu Mathew, Kumar Desappan, Pramod Kumar Swami, Soyeb Nagori
2016	—	`conf`	A Diverse Low Cost High Performance Platform for Advanced Driver Assistance System (ADAS) Applications. CVPR Workshops 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
2015	Misc	`conf`	High Performance Front Camera ADAS Applications on TI's TDA3X Platform. HiPC 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
2014	—	`conf`	ORB in 5 ms: An Efficient SIMD Friendly Implementation. ACCV Workshops (1) Prashanth Viswanath, Pramod Swami, Kumar Desappan, Anshu Jain, Anoop Pathayapurakkal