Hadrien Reynaud

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Diffusion Models

Image Segmentation

Top Venues

Publications

Sarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz
URCDM: Ultra-Resolution Image Synthesis in Histopathology. CoRR (2024)
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability. AAAI (2024)
Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. CoRR (2024)
Ibrahim Ethem Hamamci, Sezgin Er, Enis Simsar, Alperen Tezcan, Ayse Gulnihan Simsek, Furkan Almas, Sevval Nil Esirgun, Hadrien Reynaud, Sarthak Pati, Christian Bluethgen, Bjoern H. Menze
GenerateCT: Text-Guided 3D Chest CT Generation. CoRR (2023)
Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew Smith, Candice Roufosse, Bernhard Kainz
Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology. CoRR (2023)
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. CoRR (2023)
Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs, Candice Roufosse, Bernhard Kainz
Realistic Data Enrichment for Robust Image Segmentation in Histopathology. DART@MICCAI (2023)
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. MICCAI (10) (2023)
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models. CoRR (2023)
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models. ICCV (2023)
Hadrien Reynaud, Bernhard Kainz
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation. CoRR (2023)
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
D'ARTAGNAN: Counterfactual Video Generation. MICCAI (8) (2022)
Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz
Is More Data All You Need? A Causal Exploration. CoRR (2022)
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz
Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models. CoRR (2022)
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
D'ARTAGNAN: Counterfactual Video Generation. CoRR (2022)
Cesare Magnetti, Hadrien Reynaud, Bernhard Kainz
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer. CoRR (2021)
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation. CoRR (2021)
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation. MICCAI (6) (2021)