Mischa Dombrowski

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Diffusion Models

Top Venues

Publications

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)
Matthew Baugh, Jeremy Tan, Johanna P. Müller, Mischa Dombrowski, James Batten, Bernhard Kainz
Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks. MICCAI (1) (2023)
Johanna P. Müller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz
Confidence-Aware and Self-Supervised Image Anomaly Localisation. CoRR (2023)
Matthew Baugh, Jeremy Tan, Johanna P. Müller, Mischa Dombrowski, James Batten, Bernhard Kainz
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks. 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)
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)
Johanna P. Müller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz
Confidence-Aware and Self-supervised Image Anomaly Localisation. UNSURE@MICCAI (2023)
Mischa Dombrowski, Bernhard Kainz
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting. 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)
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)