Vivek Natarajan

87 papers A* 3B 1C 6Misc 2Journal 62Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic. CoRR Peter G. Brodeur, Jacob M. Koshy, Anil Palepu, Khaled Saab, Ava Homiar, Roma Ruparel, Charles Wu, Ryutaro Tanno, Joseph Xu, Amy Wang, David Stutz, Wei-Hung Weng, Hannah M. Ferrera, David G. T. Barrett, Lindsey Crowley, Jihyeon Lee, Spencer E. Rittner, Ellery Wulczyn, Selena K. Zhang, Elahe Vedadi, Christine G. Kohn, Kavita Kulkarni, Vinay Kadiyala, S. Sara Mahdavi, Wendy Du, Jessica M. Williams, David Feinbloom, Renee Wong, Tao Tu, Petar Sirkovic, Alessio Orlandi, Christopher Semturs, Yun Liu, Juraj Gottweis, Dale R. Webster, Joëlle Barral, Katherine Chou, Pushmeet Kohli, Avinatan Hassidim, Yossi Matias, James Manyika, Rob Fields, Jonathan X. Li, Marc L. Cohen, Vivek Natarajan, Mike Schaekermann, Alan Karthikesalingam, Adam Rodman
2026	J	`jnl`	Lie Group Variational Integrator for the Geometrically Exact Rod with Circular Cross-Section Incorporating Cross-Sectional Deformation. CoRR Srishti Siddharth, Vivek Natarajan, Ravi N. Banavar
2025	J	`jnl`	A global log for medical AI. CoRR Ayush Noori, Adam Rodman, Alan Karthikesalingam, Bilal A. Mateen, Christopher A. Longhurst, Daniel Yang, Dave deBronkart, Gauden Galea, Harold F. Wolf III, Jacob Waxman, Joshua C. Mandel, Juliana Rotich, Kenneth D. Mandl, Maryam Mustafa, Melissa Miles, Nigam H. Shah, Peter Lee, Robert Korom, Scott Mahoney, Seth Hain, Tien Yin Wong, Trevor Mundel, Vivek Natarajan, Noa Dagan, David A. Clifton, Ran D. Balicer, Isaac S. Kohane, Marinka Zitnik
2025	J	`jnl`	Adaptive identification of linear infinite-dimensional systems. Int. J. Control Sudipta Chattopadhyay, Srikant Sukumar, Vivek Natarajan
2025	J	`jnl`	Advancing Conversational Diagnostic AI with Multimodal Reasoning. CoRR Khaled Saab, Jan Freyberg, Chunjong Park, Tim Strother, Yong Cheng, Wei-Hung Weng, David G. T. Barrett, David Stutz, Nenad Tomasev, Anil Palepu, Valentin Liévin, Yash Sharma, Roma Ruparel, Abdullah Ahmed, Elahe Vedadi, Kimberly Kanada, Cían Hughes, Yun Liu, Geoff Brown, Yang Gao, Sean Li, S. Sara Mahdavi, James Manyika, Katherine Chou, Yossi Matias, Avinatan Hassidim, Dale R. Webster, Pushmeet Kohli, S. M. Ali Eslami, Joelle K. Barral, Adam Rodman, Vivek Natarajan, Mike Schaekermann, Tao Tu, Alan Karthikesalingam, Ryutaro Tanno
2025	J	`jnl`	Complementary Human-AI Clinical Reasoning in Ophthalmology. CoRR Mertcan Sevgi, Fares Antaki, Abdullah Zafar Khan, Ariel Yuhan Ong, David Adrian Merle, Kuang Hu, Shafi Balal, Sophie-Christin Kornelia Ernst, Josef Huemer, Gabriel T. Kaufmann, Hagar Khalid, Faye Levina, Celeste Limoli, Ana Paula Ribeiro Reis, Samir Touma, Anil Palepu, Khaled Saab, Ryutaro Tanno, Valentin Liévin, Tao Tu, Yong Cheng, Mike Schaekermann, S. Sara Mahdavi, Elahe Vedadi, David Stutz, Vivek Natarajan, Alan Karthikesalingam, Pearse A. Keane, Wei-Hung Weng
2025	J	`jnl`	Design, fabrication and control of a cable-driven parallel robot. CoRR Dhruv Sorathiya, Sarthak Sahoo, Vivek Natarajan
2025	—	`conf`	Frequency-Domain adaptive parameter identification of linear infinite-dimensional systems. ECC Sudipta Chattopadhyay, Srikant Sukumar, Vivek Natarajan
2025	J	`jnl`	LQR based ω-stabilization of a heat equation with memory. CoRR Bhargav Pavan Kumar Sistla, Wasim Akram, Debanjana Mitra, Vivek Natarajan
2025	J	`jnl`	LQR based ω-stabilization of a heat equation with memory. IMA J. Math. Control. Inf. Bhargav Pavan Kumar Sistla, Wasim Akram, Debanjana Mitra, Vivek Natarajan
2025	J	`jnl`	Model reference adaptive control for state and input constrained linear systems. Eur. J. Control Sudipta Chattopadhyay, Srikant Sukumar, Vivek Natarajan
2025	J	`jnl`	Motion Planning for Parabolic Equations Using Flatness and Finite-Difference Approximations. IEEE Trans. Autom. Control. Soham Chatterjee, Vivek Natarajan
2025	J	`jnl`	On the convergence of a numerical scheme for a boundary controlled 1D linear parabolic PIDE. CoRR Soham Chatterjee, Vivek Natarajan
2025	J	`jnl`	Semi-Discretization of a Euler-Bernoulli Beam and Its Application to Motion Planning. IEEE Access Soham Chatterjee, Aman Batra, Vivek Natarajan
2025	J	`jnl`	Towards Conversational AI for Disease Management. CoRR Anil Palepu, Valentin Liévin, Wei-Hung Weng, Khaled Saab, David Stutz, Yong Cheng, Kavita Kulkarni, S. Sara Mahdavi, Joelle K. Barral, Dale R. Webster, Katherine Chou, Avinatan Hassidim, Yossi Matias, James Manyika, Ryutaro Tanno, Vivek Natarajan, Adam Rodman, Tao Tu, Alan Karthikesalingam, Mike Schaekermann
2025	J	`jnl`	Towards an AI co-scientist. CoRR Juraj Gottweis, Wei-Hung Weng, Alexander N. Daryin, Tao Tu, Anil Palepu, Petar Sirkovic, Artiom Myaskovsky, Felix Weissenberger, Keran Rong, Ryutaro Tanno, Khaled Saab, Dan Popovici, Jacob Blum, Fan Zhang, Katherine Chou, Avinatan Hassidim, Burak Gokturk, Amin Vahdat, Pushmeet Kohli, Yossi Matias, Andrew Carroll, Kavita Kulkarni, Nenad Tomasev, Yuan Guan, Vikram Dhillon, Eeshit Dhaval Vaishnav, Byron Lee, Tiago R. D. Costa, José R. Penadés, Gary Peltz, Yunhan Xu, Annalisa Pawlosky, Alan Karthikesalingam, Vivek Natarajan
2025	J	`jnl`	Towards physician-centered oversight of conversational diagnostic AI. CoRR Elahe Vedadi, David G. T. Barrett, Natalie Harris, Ellery Wulczyn, Shashir Reddy, Roma Ruparel, Mike Schaekermann, Tim Strother, Ryutaro Tanno, Yash Sharma, Jihyeon Lee, Cían Hughes, Dylan Slack, Anil Palepu, Jan Freyberg, Khaled Saab, Valentin Liévin, Wei-Hung Weng, Tao Tu, Yun Liu, Nenad Tomasev, Kavita Kulkarni, S. Sara Mahdavi, Kelvin Guu, Joelle K. Barral, Dale R. Webster, James Manyika, Avinatan Hassidim, Katherine Chou, Yossi Matias, Pushmeet Kohli, Adam Rodman, Vivek Natarajan, Alan Karthikesalingam, David Stutz
2024	J	`jnl`	Capabilities of Gemini Models in Medicine. CoRR Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves, Szu-Yeu Hu, Mike Schaekermann, Aishwarya Kamath, Yong Cheng, David G. T. Barrett, Cathy Cheung, Basil Mustafa, Anil Palepu, Daniel McDuff, Le Hou, Tomer Golany, Luyang Liu, Jean-Baptiste Alayrac, Neil Houlsby, Nenad Tomasev, Jan Freyberg, Charles Lau, Jonas Kemp, Jeremy Lai, Shekoofeh Azizi, Kimberly Kanada, SiWai Man, Kavita Kulkarni, Ruoxi Sun, Siamak Shakeri, Luheng He, Benjamin Caine, Albert Webson, Natasha Latysheva, Melvin Johnson, Philip Andrew Mansfield, Jian Lu, Ehud Rivlin, Jesper Anderson, Bradley Green, Renee Wong, Jonathan Krause, Jonathon Shlens, Ewa Dominowska, S. M. Ali Eslami, Katherine Chou, Claire Cui, Oriol Vinyals, Koray Kavukcuoglu, James Manyika, Jeff Dean, Demis Hassabis, Yossi Matias, Dale R. Webster, Joelle K. Barral, Greg Corrado, Christopher Semturs, S. Sara Mahdavi, Juraj Gottweis, Alan Karthikesalingam, Vivek Natarajan
2024	—	`conf`	Conversational AI in health: Design considerations from a Wizard-of-Oz dermatology case study with users, clinicians and a medical LLM. CHI Extended Abstracts Brenna Li, Amy Wang, Patricia Strachan, Julie Anne Séguin, Sami Lachgar, Karyn C. Schroeder, Mathias S. Fleck, Renee Wong, Alan Karthikesalingam, Vivek Natarajan, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Yun Liu, Naama Hammel, Rory Sayres, Christopher Semturs, Mike Schaekermann
2024	J	`jnl`	Exploring Large Language Models for Specialist-level Oncology Care. CoRR Anil Palepu, Vikram Dhillon, Polly Niravath, Wei-Hung Weng, Preethi Prasad, Khaled Saab, Ryutaro Tanno, Yong Cheng, Hanh Mai, Ethan Burns, Zainub Ajmal, Kavita Kulkarni, Philip Mansfield, Dale R. Webster, Joelle K. Barral, Juraj Gottweis, Mike Schaekermann, S. Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam, Tao Tu
2024	J	`jnl`	Flatness-based motion planning for a non-uniform moving cantilever Euler-Bernoulli beam with a tip-mass. CoRR Soham Chatterjee, Aman Batra, Vivek Natarajan
2024	J	`jnl`	Towards Conversational Diagnostic AI. CoRR Tao Tu, Anil Palepu, Mike Schaekermann, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin, Nenad Tomasev, Shekoofeh Azizi, Karan Singhal, Yong Cheng, Le Hou, Albert Webson, Kavita Kulkarni, S. Sara Mahdavi, Christopher Semturs, Juraj Gottweis, Joelle K. Barral, Katherine Chou, Gregory S. Corrado, Yossi Matias, Alan Karthikesalingam, Vivek Natarajan
2024	J	`jnl`	Towards Democratization of Subspeciality Medical Expertise. CoRR Jack W. O'Sullivan, Anil Palepu, Khaled Saab, Wei-Hung Weng, Yong Cheng, Emily Chu, Yaanik Desai, Aly Elezaby, Daniel Seung Kim, Roy Lan, Wilson Tang, Natalie Tapaskar, Victoria Parikh, Sneha S. Jain, Kavita Kulkarni, Philip Mansfield, Dale R. Webster, Juraj Gottweis, Joelle K. Barral, Mike Schaekermann, Ryutaro Tanno, S. Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam, Euan A. Ashley, Tao Tu
2024	J	`jnl`	Tx-LLM: A Large Language Model for Therapeutics. CoRR Juan Manuel Zambrano Chaves, Eric Wang, Tao Tu, Eeshit Dhaval Vaishnav, Byron Lee, S. Sara Mahdavi, Christopher Semturs, David J. Fleet, Vivek Natarajan, Shekoofeh Azizi
2023	J	`jnl`	Adaptive identification of SISO linear infinite-dimensional systems. CoRR Sudipta Chattopadhyay, Srikant Sukumar, Vivek Natarajan
2023	J	`jnl`	Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation. CoRR Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren, Sumedh Ghaisas, Sumanth Dathathri, Abigail See, Johannes Welbl, Karan Singhal, Shekoofeh Azizi, Tao Tu, Mike Schaekermann, Rhys May, Roy Lee, SiWai Man, Zahra Ahmed, S. Sara Mahdavi, Danielle Belgrave, Vivek Natarajan, Shravya Shetty, Pushmeet Kohli, Po-Sen Huang, Alan Karthikesalingam, Ira Ktena
2023	J	`jnl`	Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James A. Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson
2023	J	`jnl`	Model reference adaptive control for state and input constrained linear systems. CoRR Sudipta Chattopadhyay, Srikant Sukumar, Vivek Natarajan
2023	J	`jnl`	Motion planning for parabolic equations using flatness and finite-difference approximations. CoRR Soham Chatterjee, Vivek Natarajan
2023	—	`conf`	Rejecting an Unknown Matched Disturbance from an Infinite-Dimensional Control System. CDC Bhagyashri Gurjar, Bhargav Pavan Kumar Sistla, Vivek Natarajan
2023	J	`jnl`	The Capability of Large Language Models to Measure Psychiatric Functioning. CoRR Isaac R. Galatzer-Levy, Daniel McDuff, Vivek Natarajan, Alan Karthikesalingam, Matteo Malgaroli
2023	J	`jnl`	Towards Accurate Differential Diagnosis with Large Language Models. CoRR Daniel McDuff, Mike Schaekermann, Tao Tu, Anil Palepu, Amy Wang, Jake Garrison, Karan Singhal, Yash Sharma, Shekoofeh Azizi, Kavita Kulkarni, Le Hou, Yong Cheng, Yun Liu, S. Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak N. Patel, Dale R. Webster, Ewa Dominowska, Juraj Gottweis, Joelle K. Barral, Katherine Chou, Gregory S. Corrado, Yossi Matias, Jake Sunshine, Alan Karthikesalingam, Vivek Natarajan
2023	J	`jnl`	Towards Expert-Level Medical Question Answering with Large Language Models. CoRR Karan Singhal, Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn, Le Hou, Kevin Clark, Stephen Pfohl, Heather Cole-Lewis, Darlene Neal, Mike Schaekermann, Amy Wang, Mohamed Amin, Sami Lachgar, Philip Andrew Mansfield, Sushant Prakash, Bradley Green, Ewa Dominowska, Blaise Agüera y Arcas, Nenad Tomasev, Yun Liu, Renee Wong, Christopher Semturs, S. Sara Mahdavi, Joelle K. Barral, Dale R. Webster, Gregory S. Corrado, Yossi Matias, Shekoofeh Azizi, Alan Karthikesalingam, Vivek Natarajan
2023	J	`jnl`	Towards Generalist Biomedical AI. CoRR Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Kornblith, David J. Fleet, Philip Andrew Mansfield, Sushant Prakash, Renee Wong, Sunny Virmani, Christopher Semturs, S. Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Agüera y Arcas, Joelle K. Barral, Dale R. Webster, Gregory S. Corrado, Yossi Matias, Karan Singhal, Pete Florence, Alan Karthikesalingam, Vivek Natarajan
2022	A*	`conf`	Diagnosing failures of fairness transfer across distribution shift in real-world medical settings. NeurIPS Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M. Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
2022	J	`jnl`	Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions. Medical Image Anal. Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi, Aaron Loh, Vivek Natarajan, Basil Mustafa, Nick Pawlowski, Jan Freyberg, Yuan Liu, Zachary Beaver, Nam Vo, Peggy Bui, Samantha Winter, Patricia MacWilliams, Gregory S. Corrado, Umesh Telang, Yun Liu, A. Taylan Cemgil, Alan Karthikesalingam, Balaji Lakshminarayanan, Jim Winkens
2022	J	`jnl`	Finite-Dimensional Controllers for Consensus in a Leader-Follower Network of Marginally Unstable Infinite-Dimensional Agents. IEEE Control. Syst. Lett. Vaibhav Kumar Singh, Vivek Natarajan
2022	J	`jnl`	Large Language Models Encode Clinical Knowledge. CoRR Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Kumar Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Schärli, Aakanksha Chowdhery, Philip Andrew Mansfield, Blaise Agüera y Arcas, Dale R. Webster, Gregory S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle K. Barral, Christopher Semturs, Alan Karthikesalingam, Vivek Natarajan
2022	J	`jnl`	Maintaining fairness across distribution shift: do we have viable solutions for real-world applications? CoRR Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
2022	J	`jnl`	Robust and Efficient Medical Imaging with Self-Supervision. CoRR Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zachary Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Gregory S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan
2022	—	`conf`	Stabilization of cascade interconnection of an 1D heat equation in polar coordinates and an ODE using LQR design. CDC Bhargav Pavan Kumar Sistla, Soham Chatterjee, Vivek Natarajan
2022	J	`jnl`	Underspecification Presents Challenges for Credibility in Modern Machine Learning. J. Mach. Learn. Res. Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2021	A*	`conf`	Big Self-Supervised Models Advance Medical Image Classification. ICCV Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
2021	J	`jnl`	Big Self-Supervised Models Advance Medical Image Classification. CoRR Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
2021	J	`jnl`	Compensating PDE actuator and sensor dynamics using Sylvester equation. Autom. Vivek Natarajan
2021	J	`jnl`	Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions. CoRR Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi, Aaron Loh, Vivek Natarajan, Basil Mustafa, Nick Pawlowski, Jan Freyberg, Yuan Liu, Zachary Beaver, Nam Vo, Peggy Bui, Samantha Winter, Patricia MacWilliams, Gregory S. Corrado, Umesh Telang, Yun Liu, A. Taylan Cemgil, Alan Karthikesalingam, Balaji Lakshminarayanan, Jim Winkens
2021	J	`jnl`	MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson
2021	J	`jnl`	Supervised Transfer Learning at Scale for Medical Imaging. CoRR Basil Mustafa, Aaron Loh, Jan Freyberg, Patricia MacWilliams, Megan Wilson, Scott Mayer McKinney, Marcin Sieniek, Jim Winkens, Yuan Liu, Peggy Bui, Shruthi Prabhakara, Umesh Telang, Alan Karthikesalingam, Neil Houlsby, Vivek Natarajan
2021	—	`conf`	Transient and Asymptotic Properties of Robust Adaptive Controllers in the Presence of Non-Coercive Lyapunov Functions. CDC Aditya A. Paranjape, Vivek Natarajan, Supratim Ghosh
2021	J	`jnl`	Transient and Asymptotic Properties of Robust Adaptive Controllers in the Presence of Non-Coercive Lyapunov Functions. CoRR Aditya A. Paranjape, Vivek Natarajan, Supratim Ghosh
2020	—	`conf`	Addressing the Real-world Class Imbalance Problem in Dermatology. ML4H@NeurIPS Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu
2020	J	`jnl`	Addressing the Real-world Class Imbalance Problem in Dermatology. CoRR Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu
2020	J	`jnl`	Compensating PDE actuator and sensor dynamics using Sylvester equation. CoRR Vivek Natarajan
2020	J	`jnl`	Contrastive Training for Improved Out-of-Distribution Detection. CoRR Jim Winkens, Rudy Bunel, Abhijit Guha Roy, Robert Stanforth, Vivek Natarajan, Joseph R. Ledsam, Patricia MacWilliams, Pushmeet Kohli, Alan Karthikesalingam, Simon Kohl, A. Taylan Cemgil, S. M. Ali Eslami, Olaf Ronneberger
2020	J	`jnl`	Modelling, Controllability and Gait Design for a Spherical Flexible Swimmer. CoRR Sudin Kadam, Ravi N. Banavar, Vivek Natarajan
2020	J	`jnl`	Reduced-order controllers for multi-agent consensus using output regulation viewpoint. Autom. Vaibhav Kumar Singh, Vivek Natarajan
2020	—	`conf`	Steady-state to steady-state transfer of PDEs using semi-discretization and flatness. CDC Soham Chatterjee, Vivek Natarajan
2020	J	`jnl`	Underspecification Presents Challenges for Credibility in Modern Machine Learning. CoRR Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2019	J	`jnl`	A deep learning system for differential diagnosis of skin diseases. CoRR Yuan Liu, Ayush Jain, Clara Eng, David H. Way, Kang Lee, Peggy Bui, Kimberly Kanada, Guilherme de Oliveira Marinho, Jessica Gallegos, Sara Gabriele, Vishakha Gupta, Nalini Singh, Vivek Natarajan, Rainer Hofmann-Wellenhof, Gregory S. Corrado, Lily H. Peng, Dale R. Webster, Dennis Ai, Susan Huang, Yun Liu, R. Carter Dunn, David Coz
2019	—	`conf`	DermGAN: Synthetic Generation of Clinical Skin Images with Pathology. ML4H@NeurIPS Amirata Ghorbani, Vivek Natarajan, David Coz, Yuan Liu
2019	J	`jnl`	DermGAN: Synthetic Generation of Clinical Skin Images with Pathology. CoRR Amirata Ghorbani, Vivek Natarajan, David Coz, Yuan Liu
2019	J	`jnl`	Exact controllability of a class of nonlinear distributed parameter systems using back-and-forth iterations. Int. J. Control Vivek Natarajan, Hua-Cheng Zhou, George Weiss, Emilia Fridman
2019	J	`jnl`	Minimal order controllers for output regulation of nonlinear systems. IFAC J. Syst. Control. Vivek Natarajan, George Weiss
2019	—	`conf`	Stabilization of PDE-ODE cascade systems using Sylvester equations. CDC Vivek Natarajan
2019	A*	`conf`	Towards VQA Models That Can Read. CVPR Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
2019	J	`jnl`	Towards VQA Models that can Read. CoRR Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
2018	J	`jnl`	Almost global asymptotic stability of a grid-connected synchronous generator. Math. Control. Signals Syst. Vivek Natarajan, George Weiss
2018	J	`jnl`	On the Existence of Stable Real n IEEE Control. Syst. Lett. Vaibhav Kumar Singh, Vivek Natarajan
2018	J	`jnl`	Pythia v0.1: the Winning Entry to the VQA Challenge 2018. CoRR Yu Jiang, Vivek Natarajan, Xinlei Chen, Marcus Rohrbach, Dhruv Batra, Devi Parikh
2017	C	`conf`	How to establish the exact controllability of nonlinear DPS using iterations back and forth in time. ACC Vivek Natarajan, Hua-Cheng Zhou, George Weiss
2017	J	`jnl`	Synchronverters With Better Stability Due to Virtual Inductors, Virtual Capacitors, and Anti-Windup. IEEE Trans. Ind. Electron. Vivek Natarajan, George Weiss
2016	J	`jnl`	Approximate local output regulation for nonlinear distributed parameter systems. Math. Control. Signals Syst. Vivek Natarajan, Joseph Bentsman
2015	C	`conf`	Capturing and suppressing resonance in steel casting mold oscillation systems using Timoshenko beam model. ACC Oyuna Angatkina, Vivek Natarajan, Zhelin Chen, Joseph Bentsman
2014	J	`jnl`	Adaptive Projection-Based Observers and ${\rm L}_{1}$ Adaptive Controllers for Infinite-Dimensional Systems With Full-State Measurement. IEEE Trans. Autom. Control. Vivek Natarajan, Joseph Bentsman
2014	—	`conf`	Almost global asymptotic stability of a constant field current synchronous machine connected to an infinite bus. CDC Vivek Natarajan, George Weiss
2014	—	`conf`	Minimal order controllers for output regulation of locally stable nonlinear systems. CDC Vivek Natarajan, George Weiss
2014	J	`jnl`	The State Feedback Regulator Problem for Regular Linear Systems. IEEE Trans. Autom. Control. Vivek Natarajan, David S. Gilliam, George Weiss
2013	—	`conf`	Improving the exponential decay rate by back and forth iterations of the feedback in time. CDC Vivek Natarajan, George Weiss
2012	C	`conf`	Adaptive observers with projection operator and L1 adaptive controllers for infinite dimensional systems. ACC Vivek Natarajan, Joseph Bentsman
2012	Misc	`conf`	Human skeletal tracking using colour MSERs. IVCNZ Vivek Natarajan
2012	Misc	`conf`	Secure Trust Metadata Management for Mobile Ad-Hoc Networks. ICISS Vivek Natarajan, Yi Yang, Sencun Zhu
2012	B	`conf`	Semantics-Aware Storage and Replication of Trust Metadata in Mobile Ad-hoc Networks. AINA Vivek Natarajan, Sencun Zhu, Mudhakar Srivatsa, Jeff Opper
2012	J	`jnl`	Social and cultural factors as a determinate of ICT expenditures: an empirical study. Int. J. Inf. Syst. Chang. Manag. Larry Allen, Vivek Natarajan, Donald Price
2011	—	`conf`	Rejection of sinusoids from nonlinearly perturbed uncertain regular linear systems. CDC/ECC Vivek Natarajan, Joseph Bentsman
2011	C	`conf`	Resource-misuse attack detection in delay-tolerant networks. IPCCC Vivek Natarajan, Yi Yang, Sencun Zhu
2011	C	`conf`	Robust periodic reference tracking by stable uncertain infinite-dimensional linear systems. ACC Vivek Natarajan, Joseph Bentsman
2011	C	`conf`	Robust rejection of sinusoids in stable nonlinearly perturbed unmodelled linear systems: Theory and application to servo. ACC Vivek Natarajan, Joseph Bentsman