Srikanth Malla

I am Srikanth Malla, currently leading initiatives as a Staff AI ML Engineer at Samsung Semiconductor US. My journey in tech began with roles at Honda Research Institute (HRI), USA, and Kinetic Automation, where I focused on research and development in Computer Vision and Machine Learning. My passion lies in the realm of intelligent robotics; I am driven by the vision of creating robots that coexist and assist humans, enhancing our everyday life. My academic foundation includes a Master's in Robotics Engineering from Worcester Polytechnic Institute (WPI), obtained in September 2018. Beyond my professional endeavors, I delve into projects that range from self-driving car technologies to deep learning applications, constantly seeking innovative ways to apply my skills in AI and machine learning to solve real-world problems.



DRAMA: Joint Risk Localization and Captioning in Driving
Srikanth Malla, Chiho Choi, Isht Dwivedi, Joon Hee Choi, Jiachen Li
WACV 2023
Paper Abstract Bibtex Dataset
NEMO: Future Object Localization Using Noisy Ego Priors
Srikanth Malla, Isht Dwivedi, Behzad Dariush, Chiho Choi
ITSC 2022
Paper Abstract Bibtex
Bird's Eye View Segmentation Using Lifted2D Semantic Features
Isht Dwivedi, Srikanth Malla, Yi-Ting Chen, Behzad Dariush
BMVC 2021
Paper Abstract Bibtex Video
LOKI: Long Term and Key Intentions for Trajectory Prediction
Harshayu Girase*, Haiming Gang*, Srikanth Malla, Jiachen Li, Akira Kanehara, Karttikeya Mangalam, Chiho Choi
ICCV 2021
Paper Abstract Bibtex Video
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting
Jiachen Li, Fan Yang, Hengbo Ma, Srikanth Malla, Masayoshi Tomizuka, Chiho Choi
ICCV 2021
Paper Abstract Bibtex Video
Social-STAGE: Spatio-Temporal Multi-Modal Future Trajectory Forecast
Srikanth Malla, Chiho Choi, Behzad Dariush
ICRA 2021
Paper Abstract Bibtex Slides
Shared Cross-Modal Trajectory Prediction for Autonomous Driving
Chiho Choi, Joon Hee Choi, Jiachen Li, Srikanth Malla
CVPR 2021 [Oral]
Paper Abstract Bibtex Video
TITAN: Future Forecast using Action Priors
Srikanth Malla, Behzad Dariush, Chiho Choi
CVPR 2020 [Oral]
Paper Abstract Bibtex Video
DROGON: A Trajectory Prediction Model based on Intention-Conditioned Behavior Reasoning
Chiho Choi, Srikanth Malla, Abhishek Patil, Joon Hee Choi
CORL 2020
Paper Abstract Bibtex Video
SSP: Single Shot Future Trajectory Prediction
Isht Dwivedi, Srikanth Malla, Behzad Dariush, Chiho Choi
IROS 2020
Paper Abstract Bibtex
The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes
Abhishek Patil, Srikanth Malla, Haiming Gang, Yi-Ting Chen
ICRA 2019
Paper Abstract Bibtex Dataset
Semi-supervised Learning: Fusion of Self-supervised, Supervised Learning, and Multimodal Cues for Tactical Driver Behavior Detection
Athma Narayanan, Yi-Ting Chen, Srikanth Malla
CVPR 2018, Deep Vision Workshop
Paper Abstract Bibtex
Development of an Intelligent Pressure Measuring Technique using Radial Basis Neural Network
Naveen Kumar Vaegae, Venkata Lakshmi Narayana, Srikanth Malla
Elsevier Sensors and Transducers Physical A Journal 2016
Paper Abstract Bibtex

Professional Activities (Reviewer)