3 papers
eess.IV2026
Opportunistic Conditional Entropy Coding with Frozen Analysis and Synthesis Transforms
Vincent Corlay, Maxime Rousselot, Andriy Enttsel
In many delivery settings, a receiver may already hold a lower-quality or lower-resolution representation of an image, obtained through an independent transmission. Conventional co…
eess.SP2026
Classification-oriented adaptive sensing via posterior sampling
Andriy Enttsel, Maxime Rousselot, Vincent Corlay
Recent advances in diffusion models have enabled high-performance, instance-adaptive compressed sensing through posterior sampling, without task-specific policy training. Existing…
physics.med-ph2024
Deep Learning-Based Beamlet Model for Generic X-Ray Beam Dose Calculation
Maxime Rousselot, Jing Zhang, Didier Benoit +2
Modeling the absorbed dose during X-ray imaging is essential for optimizing radiation exposure. Monte Carlo simulations (MCS) are the gold standard for precise 3D dose estimation b…