Nonlinearity-driven Topology via Spontaneous Symmetry Breaking

Authors: Coppo, Alessandro, Boité, Alexandre Le, Felicetti, Simone, Brosco, Valentina

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2503.11928

A review of deep learning-based information fusion techniques for multimodal medical image classification

Authors: Li, Yihao, Daho, Mostafa El Habib, Conze, Pierre-Henri, Zeghlache, Rachid, Boité, Hugo Le, Tadayoni, Ramin, Cochener, Béatrice, Lamard, Mathieu, Quellec, Gwenolé

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.15022

LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression

Authors: Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Rezaei, Alireza, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.07091

L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction

Authors: Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Rezaei, Alireza, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2403.16272

DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis

Authors: Daho, Mostafa El Habib, Li, Yihao, Zeghlache, Rachid, Boité, Hugo Le, Deman, Pierre, Borderie, Laurent, Ren, Hugang, Mannivanan, Niranchana, Lepicard, Capucine, Cochener, Béatrice, Couturier, Aude, Tadayoni, Ramin, Conze, Pierre-Henri, Lamard, Mathieu, Quellec, Gwenolé

Source: Artificial Intelligence in Medicine 2024, 102803

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2401.05137

Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation

Authors: Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu

Source: Predictive Intelligence in Medicine. PRIME 2023. Part of the Lecture Notes in Computer Science book series (LNCS,volume 14277)

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2310.10431

LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image

Authors: Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, boite, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu

Source: Machine Learning in Medical Imaging. MLMI 2023

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.10420

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images

Authors: Daho, Mostafa El Habib, Li, Yihao, Zeghlache, Rachid, Atse, Yapo Cedric, Boité, Hugo Le, Bonnin, Sophie, Cosette, Deborah, Deman, Pierre, Borderie, Laurent, Lepicard, Capucine, Tadayoni, Ramin, Cochener, Béatrice, Conze, Pierre-Henri, Lamard, Mathieu, Quellec, Gwenolé

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.01912

Efficient estimation of trainability for variational quantum circuits

Authors: Heyraud, Valentin, Li, Zejian, Donatella, Kaelan, Boité, Alexandre Le, Ciuti, Cristiano

Source: PRX Quantum 4, 040335 (2023)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2302.04649

Dynamics with autoregressive neural quantum states: application to critical quench dynamics

Authors: Donatella, Kaelan, Denis, Zakari, Boité, Alexandre Le, Ciuti, Cristiano

Source: Phys. Rev. A 108, 022210 (2023)

Subject Terms: Quantum Physics, Condensed Matter - Other Condensed Matter, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2209.03241

Noisy Quantum Kernel Machines

Authors: Heyraud, Valentin, Li, Zejian, Denis, Zakari, Boité, Alexandre Le, Ciuti, Cristiano

Subject Terms: Quantum Physics, Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2204.12192

Non-Gaussian superradiant transition via three-body ultrastrong coupling

Authors: Minganti, Fabrizio, Garbe, Louis, Boité, Alexandre Le, Felicetti, Simone

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2204.03520

Continuous-time dynamics and error scaling of noisy highly-entangling quantum circuits

Authors: Donatella, Kaelan, Denis, Zakari, Boité, Alexandre Le, Ciuti, Cristiano

Source: Phys. Rev. A 104, 062407 (2021)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2102.04265

Entanglement dynamics in dissipative photonic Mott insulators

Authors: Donatella, Kaelan, Biella, Alberto, Boité, Alexandre Le, Ciuti, Cristiano

Source: Phys. Rev. Research 2, 043232 (2020)

Subject Terms: Quantum Physics, Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2004.12883

Theoretical methods for ultrastrong light-matter interactions

Authors: Boité, Alexandre Le

Source: Adv. Quantum Technol. 3, 1900140 (2020)

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics, Physics - Optics

Access URL: http://arxiv.org/abs/2001.08715

Observing the Spectral Collapse of Two-Photon Interaction Models

Authors: Felicetti, Simone, Boité, Alexandre Le

Source: Proceedings 12(1), 41, (2019)

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/1907.10441

Universal spectral features of ultrastrongly coupled systems

Authors: Felicetti, Simone, Boité, Alexandre Le

Source: Phys. Rev. Lett. 124, 040404 (2020)

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/1907.05305

Nonlinear Polariton Fluids in a Flatband Reveal Discrete Gap Solitons

Authors: Goblot, V., Rauer, B., Vicentini, F., Boité, A. Le, Galopin, E., Lemaître, A., Gratiet, L. Le, Harouri, A., Sagnes, I., Ravets, S., Ciuti, C., Amo, A., Bloch, J.

Source: Phys. Rev. Lett. 123, 113901 (2019)

Subject Terms: Condensed Matter - Mesoscale and Nanoscale Physics, Condensed Matter - Quantum Gases, Physics - Optics

Access URL: http://arxiv.org/abs/1905.03759

Ultrastrong coupling regime of non-dipolar light-matter interactions

Authors: Felicetti, Simone, Hwang, Myung-Joong, Boité, Alexandre Le

Source: Phys. Rev. A 98, 053859 (2018)

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/1807.02434

Metastability in the driven-dissipative Rabi model

Authors: Boité, Alexandre Le, Hwang, Myung-Joong, Plenio, Martin B.

Source: Phys. Rev. A 95, 023829 (2017)

Subject Terms: Quantum Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/1612.01377