Hadrien Reynaud

41 papers A* 3Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
SigVLP: Sigmoid Volume-Language Pre-Training for Self-Supervised CT-Volume Adaptive Representation Learning.
CoRR
Jiayi Wang, Hadrien Reynaud, Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Bjoern Menze, Bernhard Kainz
2025 J jnl
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging.
CoRR
Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern H. Menze
2025 J jnl
CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation.
CoRR
Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Bernhard Kainz, Bjoern H. Menze
2025 — conf
CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis.
ICCVW
Jiayi Wang, Hadrien Reynaud, Franciskus Xaverius Erick, Bernhard Kainz
2025 J jnl
CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis.
CoRR
Jiayi Wang, Hadrien Reynaud, Franciskus Xaverius Erick, Bernhard Kainz
2025 J jnl
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation.
CoRR
Hadrien Reynaud, Alberto Gómez, Paul Leeson, Qingjie Meng, Bernhard Kainz
2025 A* conf
Image Generation Diversity Issues and How to Tame Them.
CVPR
Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz
2025 J jnl
InfoMotion: A Graph-Based Approach to Video Dataset Distillation for Echocardiography.
CoRR
Zhe Li, Hadrien Reynaud, Alberto Gómez, Bernhard Kainz
2025 J jnl
L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation.
CoRR
Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz
2025 — conf
L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation.
ASMUS@MICCAI
Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz
2025 J jnl
Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis.
CoRR
Zhe Li, Hadrien Reynaud, Johanna P. Müller, Bernhard Kainz
2025 J jnl
Leveraging Multi-Modal Information to Enhance Dataset Distillation.
CoRR
Zhe Li, Hadrien Reynaud, Bernhard Kainz
2025 — conf
MCM: Mamba-Based Cardiac Motion Tracking Using Sequential Images in MRI.
GRAIL/RIME@MICCAI
Jiahui Yin, Xinxing Cheng, Jinming Duan, Yan Pang, Declan P. O'Regan, Hadrien Reynaud, Qingjie Meng
2025 J jnl
MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI.
CoRR
Jiahui Yin, Xinxing Cheng, Jinming Duan, Yan Pang, Declan P. O'Regan, Hadrien Reynaud, Qingjie Meng
2025 J jnl
Video Dataset Condensation with Diffusion Models.
CoRR
Zhe Li, Hadrien Reynaud, Mischa Dombrowski, Sarah Cechnicka, Franciskus Xaverius Erick, Bernhard Kainz
2024 — conf
EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing.
MICCAI (7)
Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz
2024 J jnl
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing.
CoRR
Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz
2024 — conf
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes.
ECCV (79)
Ibrahim Ethem Hamamci, Sezgin Er, Anjany Sekuboyina, Enis Simsar, Alperen Tezcan, Ayse Gulnihan Simsek, Sevval Nil Esirgun, Furkan Almas, Irem Dogan, Muhammed Furkan Dasdelen, Chinmay Prabhakar, Hadrien Reynaud, Sarthak Pati, Christian Bluethgen, Mehmet Kemal Özdemir, Bjoern H. Menze
2024 J jnl
Image Generation Diversity Issues and How to Tame Them.
CoRR
Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz
2024 — conf
Image-Conditioned Diffusion Models for Medical Anomaly Detection.
UNSURE@MICCAI
Matthew Baugh, Hadrien Reynaud, Sergio Naval Marimont, Sarah Cechnicka, Johanna P. Müller, Giacomo Tarroni, Bernhard Kainz
2024 J jnl
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation.
CoRR
Hadrien Reynaud, Matthew Baugh, Mischa Dombrowski, Sarah Cechnicka, Qingjie Meng, Bernhard Kainz
2024 J jnl
Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models.
CoRR
Muhammad Haaris Khan, Hadrien Reynaud, Bernhard Kainz
2024 A* conf
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability.
AAAI
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
2024 — conf
URCDM: Ultra-Resolution Image Synthesis in Histopathology.
MICCAI (4)
Sarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz
2024 J jnl
URCDM: Ultra-Resolution Image Synthesis in Histopathology.
CoRR
Sarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz
2024 J jnl
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Bernhard Kainz
2023 J jnl
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation.
CoRR
Hadrien Reynaud, Bernhard Kainz
2023 — conf
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
MICCAI (10)
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 J jnl
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
CoRR
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 A* conf
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models.
ICCV
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz
2023 J jnl
GenerateCT: Text-Guided 3D Chest CT Generation.
CoRR
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
2023 J jnl
Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
2023 — conf
Realistic Data Enrichment for Robust Image Segmentation in Histopathology.
DART@MICCAI
Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs, Candice Roufosse, Bernhard Kainz
2023 J jnl
Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology.
CoRR
Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew P. T. Smith, Candice Roufosse, Bernhard Kainz
2022 — conf
D'ARTAGNAN: Counterfactual Video Generation.
MICCAI (8)
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
2022 J jnl
D'ARTAGNAN: Counterfactual Video Generation.
CoRR
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
2022 J jnl
Is More Data All You Need? A Causal Exploration.
CoRR
Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz
2022 J jnl
Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz
2021 J jnl
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer.
CoRR
Cesare Magnetti, Hadrien Reynaud, Bernhard Kainz
2021 — conf
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation.
MICCAI (6)
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz
2021 J jnl
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation.
CoRR
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz