ORB in 5 ms: An Efficient SIMD Friendly Implementation. - Prashanth Viswanath; Pramod Swami; Kumar Desappan; Anshu Jain; Anoop Pathayapurakkal (ACCV Workshops (1), 2014)

High Performance Front Camera ADAS Applications on TI's TDA3X Platform. - 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 (HiPC, 2015)

A Diverse Low Cost High Performance Platform for Advanced Driver Assistance System (ADAS) Applications. - 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; et al. (CVPR Workshops, 2016)

Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices. - Manu Mathew; Kumar Desappan; Pramod Kumar Swami; Soyeb Nagori (CVPR Workshops, 2017)

Efficient object detection and classification on low power embedded systems. - Shyam Jagannathan; Kumar Desappan; Pramod Swami; Manu Mathew; Soyeb Nagori; Kedar Chitnis; Yogesh Marathe; Deepak Poddar; Suriya Narayanan (ICCE, 2017)

Real time Structure from Motion for Driver Assistance System. - Deepak Poddar; Pramod Swami; Soyeb Nagori; Prashanth Viswanath; Manu Mathew; Kumar Desappan; Anshu Jain; Shyam Jagannathan (ICCE, 2017)

CNN Inference: Dynamic and Predictive Quantization. - Kumar Desappan; Mihir Mody; Manu Mathew; Pramod Swami; Praveen Eppa (ICCE-Berlin, 2018)

Low cost and power CNN/deep learning solution for automated driving. - Mihir Mody; Kumar Desappan; Pramod Swami; Manu Mathew; Soyeb Nagori (ISQED, 2018)

SS3D: Single Shot 3D Object Detector. - Aniket Limaye; Manu Mathew; Soyeb Nagori; Pramod Kumar Swami; Debapriya Maji; Kumar Desappan (CoRR, 2020)

Open source deep learning inference libraries for autonomous driving systems. - Kumar Desappan; Anand Pathak; Pramod Swami; Mihir Mody; Yuan Zhao; Paula Carrillo; Praveen Eppa; Jianzhong Xu (Autonomous Vehicles and Machines, 2022)

Efficient in-cabin monitoring solution using TI TDA2PxSOCs. - Mayank Mangla; Mihir Mody; Kedar Chitnis; Piyali Goswami; Tarkesh Pande; Shashank Dabral; Shyam Jagannathan; Stefan Haas; Gang Hua 003; Hrushikesh Garud; Kumar Desappan; Prithvi Shankar; et al. (Autonomous Vehicles and Machines, 2022)

OpTIFlow - An optimized end-to-end dataflow for accelerating deep learning workloads on heterogeneous SoCs. - Shyam Jagannathan; Vijay Pothukuchi; Jesse Villarreal; Kumar Desappan; Manu Mathew; Rahul Ravikumar; Aniket Limaye; Mihir Mody; Pramod Swami; Piyali Goswami; Carlos Rodriguez; Emmanuel Madrigal; et al. (Autonomous Vehicles and Machines, 2023)

Orchestration of co-operative and adaptive multi-core deep learning engines. - Mihir Mody; Kumar Desappan; Pramod Swami; David Smith; Shyam Jagannathan; Kevin Lavery; Gregory Shultz; Jason Jones (Autonomous Vehicles and Machines, 2023)