Siddharth Agarwal

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Internet Traffic

Abnormality Detection

Reinforcement Learning

Autonomous Vehicles

Top Venues

IEEE Robotics Autom. Lett.

Publications

David A. Wood, Emily Guilhem, Sina Kafiabadi, Ayisha Al Busaidi, Kishan Dissanayake, Ahmed Hammam, Nina Mansoor, Matthew Townend, Siddharth Agarwal, Yiran Wei, Asif Mazumder, Gareth J. Barker, Peter Sasieni, Sébastien Ourselin, James H. Cole, Thomas C. Booth
A self-supervised text-vision framework for automated brain abnormality detection. CoRR (2024)
Siddharth Agarwal, David Wood, Robin Carpenter, Yiran Wei, Marc Modat, Thomas C. Booth
Letter to the Editor: What are the legal and ethical considerations of submitting radiology reports to ChatGPT? CoRR (2024)
Thirumalaesh Ashokkumar, Katherine A Skinner, Siddharth Agarwal, Ankit Vora, Ashutosh Bhown
A Detection and Filtering Framework for Collaborative Localization. CoRR (2024)
Siddharth Agarwal, David A. Wood, Mariusz Grzeda, Chandhini Suresh, Munaib Din, James H. Cole, Marc Modat, Thomas C. Booth
Artificial intelligence for abnormality detection in high volume neuroimaging: a systematic review and meta-analysis. CoRR (2024)
Johnson Umeike, Siddharth Agarwal, Nikita Lazarev, Mohammad Alian
Userspace Networking in gem5. ISPASS (2024)
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions. CoRR (2023)
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing. CoRR (2023)
Yan Sun, Yifan Yuan, Zeduo Yu, Reese Kuper, Chihun Song, Jinghan Huang, Houxiang Ji, Siddharth Agarwal, Jiaqi Lou, Ipoom Jeong, Ren Wang, Jung Ho Ahn, Tianyin Xu, Nam Sung Kim
Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices. MICRO (2023)
Siddharth Agarwal, Minwoo Lee, Ren Wang, Mohammad Alian
Enabling Kernel Bypass Networking on gem5. CoRR (2023)
Mayank Deshpande, Siddharth Agarwal, Vukka Snigdha, Arya Kumar Bhattacharya
Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders. CoRR (2023)
Mayank Deshpande, Siddharth Agarwal, Arya Kumar Bhattacharya
Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders. SSCI (2022)
David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Jeremy Lynch, Matthew Townend, Siddharth Agarwal, Asif Mazumder, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth
Deep learning models for triaging hospital head MRI examinations. Medical Image Anal. 78 (2022)
David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Jeremy Lynch, Matthew Townend, Siddharth Agarwal, Asif Mazumder, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth
Accurate brain-age models for routine clinical MRI examinations. NeuroImage 249 (2022)
Mohammad Alian, Siddharth Agarwal, Jongmin Shin, Neel Patel, Yifan Yuan, Daehoon Kim, Ren Wang, Nam Sung Kim
IDIO: Network-Driven, Inbound Network Data Orchestration on Server Processors. MICRO (2022)
Mokshith Voodarla, Shubham Shrivastava, Sagar Manglani, Ankit Vora, Siddharth Agarwal, Punarjay Chakravarty
S-BEV: Semantic Birds-Eye View Representation for Weather and Lighting Invariant 3-DoF Localization. CoRR (2021)
David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Siddharth Agarwal, Jeremy Lynch, Matthew Townend, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth
Automated triaging of head MRI examinations using convolutional neural networks. CoRR (2021)
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
A Reinforcement Learning Approach to Reduce Serverless Function Cold Start Frequency. CCGRID (2021)
David A. Wood, Sina Kafiabadi, Aisha Al Busaidi, Emily Guilhem, Antanas Montvila, Siddharth Agarwal, Jeremy Lynch, Matthew Townend, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth
Automated triaging of head MRI examinations using convolutional neural networks. MIDL (2021)
Ankit Vora, Siddharth Agarwal, Gaurav Pandey, James R. McBride
Aerial Imagery based LIDAR Localization for Autonomous Vehicles. CoRR (2020)
Siddharth Agarwal, Ankit Vora, Gaurav Pandey, Wayne Williams, Helen Kourous, James R. McBride
Ford Multi-AV Seasonal Dataset. CoRR (2020)
Siddharth Agarwal, Ankit Vora, Gaurav Pandey, Wayne Williams, Helen Kourous, James R. McBride
Ford Multi-AV Seasonal Dataset. Int. J. Robotics Res. 39 (12) (2020)
Tyler G. R. Reid, Sarah E. Houts, Robert Cammarata, Graham Mills, Siddharth Agarwal, Ankit Vora, Gaurav Pandey
Localization Requirements for Autonomous Vehicles. CoRR (2019)
Samuel Todd Flanagan, Drupad K. Khublani, Jean-François Chamberland, Siddharth Agarwal, Ankit Vora
Localization in Autonomous Vehicles Using a Generalized Inner Product. GlobalSIP (2019)
Siddharth Agarwal, Ashis Maity
A 10-MHz Current-Mode Fixed-Frequency Hysteretic Controlled DC-DC Converter With Fast Transient Response. MWSCAS (2019)
Prasanna Vijayanathan, Ritesh Maheshwari, Rahul Malik, Shen Zhang, Siddharth Agarwal, Anant Rao, Goksel Genc
Characterizing Emerging Markets: An Evaluation of TCP congestion control with real internet traffic over HTTP2. ICNC (2018)
Juan Castorena, Siddharth Agarwal
Ground-Edge-Based LIDAR Localization Without a Reflectivity Calibration for Autonomous Driving. IEEE Robotics Autom. Lett. 3 (1) (2018)
Juan Castorena, Siddharth Agarwal
Ground Edge based LIDAR Localization without a Reflectivity Calibration for Autonomous Driving. CoRR (2017)
Anand Gupta, Devendra Tiwari, Siddharth Agarwal, Monal Jain
Fuzzy Based Support System for Melanoma Diagnosis. MIKE (2015)
Siddharth Agarwal, Harish Karnick, Nirmal Pant, Urvesh Patel
Genre and Style Based Painting Classification. WACV (2015)
Siddharth Agarwal, Robin R. Murphy, Julie A. Adams
Characteristics of indoor disaster environments for small UASs. SSRR (2014)
Siddharth Agarwal, Amey Karkare
Functional SMT solving with Z3 and racket. FormaliSE@ICSE (2013)
Siddharth Agarwal, Abhinav Rungta, R. Padmavathy, Mayank Shankar, Nipun Rajan
An Improved Fast and Secure Hash Algorithm. J. Inf. Process. Syst. 8 (1) (2012)