Chaudhari, Akshay S

11 publications

ICML 2025 Efficient Noise Calculation in Deep Learning-Based MRI Reconstructions Onat Dalmaz, Arjun D Desai, Reinhard Heckel, Tolga Cukur, Akshay S Chaudhari, Brian Hargreaves

TMLR 2025 Identifying Spurious Correlations Using Counterfactual Alignment Joseph Paul Cohen, Louis Blankemeier, Akshay S Chaudhari

ICML 2025 LieRE: Lie Rotational Positional Encodings Sophie Ostmeier, Brian Axelrod, Maya Varma, Michael Moseley, Akshay S Chaudhari, Curtis Langlotz

NeurIPS 2025 TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier, Akshay S Chaudhari, Curtis Langlotz

ICLR 2025 Time-to-Event Pretraining for 3D Medical Imaging Zepeng Frazier Huo, Jason Alan Fries, Alejandro Lozano, Jeya Maria Jose Valanarasu, Ethan Steinberg, Louis Blankemeier, Akshay S Chaudhari, Curtis Langlotz, Nigam Shah

AAAI 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records Scott L. Fleming, Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo Pontes Reis, Rahul Thapa, Louis Blankemeier, Julian Z. Genkins, Ethan Steinberg, Ashwin Nayak, Birju S. Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Huo, Sergios Gatidis, Scott J. Adams, Oluseyi Fayanju, Shreya J. Shah, Thomas Savage, Ethan Goh, Akshay S. Chaudhari, Nima Aghaeepour, Christopher D. Sharp, Michael A. Pfeffer, Percy Liang, Jonathan H. Chen, Keith E. Morse, Emma P. Brunskill, Jason A. Fries, Nigam H. Shah

NeurIPSW 2024 Training Free Adaptive Text Classification Through Aggregated Large Language Models Iman Zare Estakhraji, Allison Li, Andreas Markus Loening, Akshay S Chaudhari, R. Marc Lebel

ICMLW 2023 Diagnostically Lossless Compression of Medical Images Rogier Van der Sluijs, Maya Varma, Jip Prince, Curtis Langlotz, Akshay S Chaudhari

NeurIPSW 2023 Using Deep Feature Distances for Evaluating MR Image Reconstruction Quality Philip M Adamson, Arjun D Desai, Jeffrey Dominic, Christian Bluethgen, Jeff P. Wood, Ali B Syed, Robert D. Boutin, Kathryn J. Stevens, Shreyas Vasanawala, John M. Pauly, Akshay S Chaudhari, Beliz Gunel

MIDL 2023 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M Pauly, Akshay S. Chaudhari

ICML 2021 Measuring Robustness in Deep Learning Based Compressive Sensing Mohammad Zalbagi Darestani, Akshay S Chaudhari, Reinhard Heckel