Maximilian Ilse

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Grammar Induction

Domain Independent

Multiple Instance

Generative Model

Top Venues

Publications

Shruthi Bannur, Kenza Bouzid, Daniel C. Castro, Anton Schwaighofer, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Fabian Falck, Ozan Oktay, Anja Thieme, Matthew P. Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie L. Hyland
MAIRA-2: Grounded Radiology Report Generation. CoRR (2024)
Fernando Pérez-García, Harshita Sharma, Sam Bond-Taylor, Kenza Bouzid, Valentina Salvatelli, Maximilian Ilse, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Matthew P. Lungren, Maria Wetscherek, Noel Codella, Stephanie L. Hyland, Javier Alvarez-Valle, Ozan Oktay
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision. CoRR (2024)
Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu, Fernando Pérez-García, Maximilian Ilse, Daniel C. Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Wetscherek, Matthew P. Lungren, Aditya V. Nori, Javier Alvarez-Valle, Ozan Oktay
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing. CoRR (2023)
Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu, Fernando Pérez-García, Maximilian Ilse, Daniel C. Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Wetscherek, Matthew P. Lungren, Aditya V. Nori, Javier Alvarez-Valle, Ozan Oktay
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing. CVPR (2023)
Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Maximilian Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires. MLHC (2023)
Fernando Pérez-García, Sam Bond-Taylor, Pedro P. Sanchez, Boris van Breugel, Daniel C. Castro, Harshita Sharma, Valentina Salvatelli, Maria T. A. Wetscherek, Hannah Richardson, Matthew P. Lungren, Aditya V. Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse
RadEdit: stress-testing biomedical vision models via diffusion image editing. CoRR (2023)
Maximilian Ilse, Jakub M. Tomczak, Patrick Forré
Selecting Data Augmentation for Simulating Interventions. ICML (2021)
Maximilian Ilse, Patrick Forré, Max Welling, Joris M. Mooij
Efficient Causal Inference from Combined Observational and Interventional Data through Causal Reductions. CoRR (2021)
Maximilian Ilse, Jakub M. Tomczak, Christos Louizos, Max Welling
DIVA: Domain Invariant Variational Autoencoders. MIDL (2020)
Maurice Frank, Maximilian Ilse
Problems using deep generative models for probabilistic audio source separation. CoRR (2020)
Maximilian Ilse, Jakub M. Tomczak, Patrick Forré
Designing Data Augmentation for Simulating Interventions. CoRR (2020)
Maurice Frank, Maximilian Ilse
Problems using deep generative models for probabilistic audio source separation. ICBINB@NeurIPS (2020)
Maximilian Ilse, Jakub M. Tomczak, Christos Louizos, Max Welling
DIVA: Domain Invariant Variational Autoencoders. CoRR (2019)
Maximilian Ilse, Jakub M. Tomczak, Christos Louizos, Max Welling
DIVA: Domain Invariant Variational Autoencoder. DGS@ICLR (2019)
Maximilian Ilse, Jakub M. Tomczak, Max Welling
Attention-based Deep Multiple Instance Learning. ICML (2018)
Maximilian Ilse, Jakub M. Tomczak, Max Welling
Attention-based Deep Multiple Instance Learning. CoRR (2018)
Jakub M. Tomczak, Maximilian Ilse, Max Welling
Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification. CoRR (2017)