Akshay S Chaudhari
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
ICML (3)
MIDL (2)
ACL (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
chest x-ray
(2)
radiology report
(2)
image reconstruction
(2)
medical imaging
(2)
language model evaluation
(1)
natural language understanding
(1)
error detection
(1)
latent representation
(1)
adversarial perturbation
(1)
vision-language model
(1)
reward overoptimization
(1)
siamese network
(1)
radiology report generation
(1)
medical image
(1)
medical evaluation
(1)
reward optimization
(1)
preference fine-tuning
(1)
chest x-ray radiology
(1)
factual correctness
(1)
image augmentation
(1)
Papers
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
MIDL 2025
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
ICML 2025
LieRE: Lie Rotational Positional Encodings
ICML 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
ACL 2025
Time-to-Event Pretraining for 3D Medical Imaging
ICLR 2025
GREEN: Generative Radiology Report Evaluation and Error Notation
EMNLP 2024
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays
MIDL 2023
Measuring Robustness in Deep Learning Based Compressive Sensing
ICML 2021