Anthony Philippakis
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (11)
π
Triple Crown
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
medical imaging
(2)
benchmark suite
(1)
transfer learning
(1)
self-supervised learning
(1)
deep learning
(1)
visual representation learning
(1)
disease detection
(1)
inverse problem
(1)
physics-informed learning
(1)
self-supervised pretraining
(1)
digital twin
(1)
cardiac hemodynamics
(1)
cardiac imaging
(1)
echocardiogram analysis
(1)
representation learning
(1)
cardiac function estimation
(1)
Papers
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
NIPS 2024
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
ICLR 2024
Prediction-powered Generalization of Causal Inferences
ICML 2024
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography
NIPS 2022