Hadrien Reynaud

According to our database, Hadrien Reynaud authored at least 33 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SigVLP: Sigmoid Volume-Language Pre-Training for Self-Supervised CT-Volume Adaptive Representation Learning.

Jiayi Wang, Hadrien Reynaud, Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Bjoern Menze, Bernhard Kainz

CoRR, February, 2026

2025

InfoMotion: A Graph-Based Approach to Video Dataset Distillation for Echocardiography.

Zhe Li, Hadrien Reynaud, Alberto Gómez, Bernhard Kainz

CoRR, December, 2025

Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis.

Zhe Li, Hadrien Reynaud, Johanna P. Müller, Bernhard Kainz

CoRR, December, 2025

CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation.

Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Bernhard Kainz, Bjoern H. Menze

CoRR, May, 2025

Leveraging Multi-Modal Information to Enhance Dataset Distillation.

Zhe Li, Hadrien Reynaud, Bernhard Kainz

CoRR, May, 2025

Video Dataset Condensation with Diffusion Models.

Zhe Li, Hadrien Reynaud, Mischa Dombrowski, Sarah Cechnicka, Franciskus Xaverius Erick, Bernhard Kainz

CoRR, May, 2025

EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation.

Hadrien Reynaud, Alberto Gómez, Paul Leeson, Qingjie Meng, Bernhard Kainz

CoRR, March, 2025

L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation.

Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz

CoRR, March, 2025

Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging.

Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern Menze

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MCM: Mamba-Based Cardiac Motion Tracking Using Sequential Images in MRI.

Jiahui Yin, Xinxing Cheng, Jinming Duan, Yan Pang, Declan P. O'Regan, Hadrien Reynaud, Qingjie Meng

Proceedings of the Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis, 2025

L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation.

Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz

Proceedings of the Simplifying Medical Ultrasound - 6th International Workshop, 2025

CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis.

Jiayi Wang, Hadrien Reynaud, Franciskus Xaverius Erick, Bernhard Kainz

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Image Generation Diversity Issues and How to Tame Them.

Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification.

Mischa Dombrowski, Hadrien Reynaud, Bernhard Kainz

CoRR, 2024

Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models.

Muhammad Haaris Khan, Hadrien Reynaud, Bernhard Kainz

CoRR, 2024

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation.

Hadrien Reynaud, Matthew Baugh, Mischa Dombrowski, Sarah Cechnicka, Qingjie Meng, Bernhard Kainz

CoRR, 2024

EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing.

Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

URCDM: Ultra-Resolution Image Synthesis in Histopathology.

Sarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Image-Conditioned Diffusion Models for Medical Anomaly Detection.

Matthew Baugh, Hadrien Reynaud, Sergio Naval Marimont, Sarah Cechnicka, Johanna P. Müller, Giacomo Tarroni, Bernhard Kainz

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes.

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

Proceedings of the Computer Vision - ECCV 2024, 2024

Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability.

Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology.

Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew P. T. Smith, Candice Roufosse, Bernhard Kainz

CoRR, 2023

Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation.

Hadrien Reynaud, Bernhard Kainz

CoRR, 2023

GenerateCT: Text-Guided 3D Chest CT Generation.

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

CoRR, 2023

Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models.

Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz

CoRR, 2023

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.

Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Realistic Data Enrichment for Robust Image Segmentation in Histopathology.

Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs, Candice Roufosse, Bernhard Kainz

Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023

Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models.

Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models.

Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz

CoRR, 2022

Is More Data All You Need? A Causal Exploration.

Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz

CoRR, 2022

D'ARTAGNAN: Counterfactual Video Generation.

Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer.

Cesare Magnetti, Hadrien Reynaud, Bernhard Kainz

CoRR, 2021

Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation.

Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021