| 2025 | MICCAI | CtrlEndoDiff: Diffusion-Based Synthetic Image Generation for Enhanced ACF Segmentation. | Rayan Albokhari, Bappaditya Debnath, Darrien Henry, Michael Johnson, Adam Bailey, James E. East, Jens Rittscher |
| 2025 | MICCAI | Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints. | Muhammad Dawood, Emily Thomas, Rosalin Cooper, Carlo Pescia, Anna Sozanska, Hosuk Ryou, Daniel Royston, Jens Rittscher |
| 2024 | CVPR | Refining Biologically Inconsistent Segmentation Masks with Masked Autoencoders. | Alexander Sauer, Yuan Tian, Joerg Bewersdorf, Jens Rittscher |
| 2024 | CVPR | Cluster Triplet Loss for Unsupervised Domain Adaptation on Histology Images. | Ruby Wood, Enric Domingo, Viktor Hendrik Koelzer, Timothy S. Maughan, Jens Rittscher |
| 2024 | MICCAI | Evaluating Histopathology Foundation Models for Few-Shot Tissue Clustering: An Application to LC25000 Augmented Dataset Cleaning. | George Batchkala, Bin Li, Jens Rittscher |
| 2024 | MICCAI | MultiVarNet - Predicting Tumour Mutational Status at the Protein Level. | Louis-Oscar Morel, Muhammad Muzammel, Nathan Vinon, Valentin Derangre, Sylvain Ladoire, Jens Rittscher |
| 2023 | MICCAI | Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies. | Ruby Wood, Enric Domingo, Korsuk Sirinukunwattana, Maxime W. Lafarge, Viktor H. Koelzer, Timothy S. Maughan, Jens Rittscher |
| 2022 | CVPR | Self-Supervised Voxel-Level Representation Rediscovers Subcellular Structures in Volume Electron Microscopy. | Hongqing Han, Mariia Dmitrieva, Alexander Sauer, Ka Ho Tam, Jens Rittscher |
| 2022 | MICCAI | Active Data Enrichment by Learning What to Annotate in Digital Pathology. | George Batchkala, Tapabrata Chakraborti, Mark McCole, Fergus Gleeson, Jens Rittscher |
| 2022 | MICCAI | UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation. | Soumya Gupta, Sharib Ali, Ziang Xu, Binod Bhattarai, Ben Turney, Jens Rittscher |
| 2022 | MICCAI | Predicting Molecular Traits from Tissue Morphology Through Self-interactive Multi-instance Learning. | Yang Hu, Korsuk Sirinukunwattana, Kezia Gaitskell, Ruby Wood, Clare Verrill, Jens Rittscher |
| 2022 | MICCAI | Profiling DNA Damage in 3D Histology Samples. | Kristofer E. delas Peas, Ralf Haeusler, Sally Feng, Valentin Magidson, Mariia Dmitrieva, David Wink, Stephen J. Lockett, Robert J. Kinders, Jens Rittscher |
| 2022 | MICCAI | Enhancing Local Context of Histology Features in Vision Transformers. | Ruby Wood, Korsuk Sirinukunwattana, Enric Domingo, Alexander Sauer, Maxime W. Lafarge, Viktor H. Koelzer, Timothy S. Maughan, Jens Rittscher |
| 2022 | MICCAI | Self-supervised Approach for a Fully Assistive Esophageal Surveillance: Quality, Anatomy and Neoplasia Guidance. | Ziang Xu, Sharib Ali, Numan Celik, Adam Bailey, Barbara Braden, Jens Rittscher |
| 2022 | MICCAI | Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring. | Ziang Xu, Sharib Ali, Soumya Gupta, Simon Leedham, James E. East, Jens Rittscher |
| 2021 | MICCAI | EndoUDA: A Modality Independent Segmentation Approach for Endoscopy Imaging. | Numan Celik, Sharib Ali, Soumya Gupta, Barbara Braden, Jens Rittscher |
| 2021 | MICCAI | Contrastive Representations for Continual Learning of Fine-Grained Histology Images. | Tapabrata Chakraborti, Fergus Gleeson, Jens Rittscher |
| 2021 | MICCAI | Early Detection of Liver Fibrosis Using Graph Convolutional Networks. | Marta Wojciechowska, Stefano Malacrino, Natalia Garcia Martin, Hamid Fehri, Jens Rittscher |
| 2020 | MICCAI | Additive Angular Margin for Few Shot Learning to Classify Clinical Endoscopy Images. | Sharib Ali, Binod Bhattarai, Tae-Kyun Kim, Jens Rittscher |
| 2020 | MICCAI | Microscopic Fine-Grained Instance Classification Through Deep Attention. | Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher |
| 2020 | MICCAI | Improving Pathological Distribution Measurements with Bayesian Uncertainty. | Ka Ho Tam, Korsuk Sirinukunwattana, Maria F. Soares, Maria Kaisar, Rutger Ploeg, Jens Rittscher |
| 2019 | MICCAI | Conv2Warp: An Unsupervised Deformable Image Registration with Continuous Convolution and Warping. | Sharib Ali, Jens Rittscher |
| 2019 | MICCAI | Semantic Filtering Through Deep Source Separation on Microscopy Images. | Avelino Javer, Jens Rittscher |
| 2018 | ECCV | Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics. | Avelino Javer, Andr E. X. Brown, Iasonas Kokkinos, Jens Rittscher |
| 2018 | MICCAI | Improving Whole Slide Segmentation Through Visual Context - A Systematic Study. | Korsuk Sirinukunwattana, Nasullah Khalid Alham, Clare Verrill, Jens Rittscher |
| 2011 | ISVC | Multi-class Object Layout with Unsupervised Image Classification and Object Localization. | Ser-Nam Lim, Gianfranco Doretto, Jens Rittscher |
| 2011 | MICCAI | Non-parametric Population Analysis of Cellular Phenotypes. | Shantanu Singh, Firdaus Janoos, Thierry Pcot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju |
| 2010 | MICCAI | Automated Training Data Generation for Microscopy Focus Classification. | Dashan Gao, Dirk Ryan Padfield, Jens Rittscher, Richard McKay |
| 2009 | AVSS | A model change detection approach to dynamic scene modeling. | Seon Joo Kim, Gianfranco Doretto, Jens Rittscher, Peter H. Tu, Nils Krahnstoever, Marc Pollefeys |
| 2008 | ACSSC | Methods for monitoring cellular motion and function. | Dirk Ryan Padfield, Jens Rittscher, Badrinath Roysam |
| 2008 | ECCV | Unified Crowd Segmentation. | Peter H. Tu, Thomas Sebastian, Gianfranco Doretto, Nils Krahnstoever, Jens Rittscher, Ting Yu |
| 2007 | AVSS | View adaptive detection and distributed site wide tracking. | Peter H. Tu, Nils Krahnstoever, Jens Rittscher |
| 2007 | ICCV | Shape and Appearance Context Modeling. | Xiaogang Wang, Gianfranco Doretto, Thomas Sebastian, Jens Rittscher, Peter H. Tu |
| 2006 | CVPR | Optimal Pose for Face Recognition. | Xiaoming Liu, Jens Rittscher, Tsuhan Chen |
| 2005 | AVSS | Detecting and counting people in surveillance applications. | Xiaoming Liu, Peter Henry Tu, Jens Rittscher, A. G. Amitha Perera, Nils Krahnstoever |
| 2005 | CVPR | Simultaneous Estimation of Segmentation and Shape. | Jens Rittscher, Peter H. Tu, Nils Krahnstoever |
| 2005 | WACV | Activity Recognition using Visual Tracking and RFID. | Nils Krahnstoever, Jens Rittscher, Peter H. Tu, Kevin Chean, Harold (Tom) Tomlinson |
| 2005 | WACV | Multi-Target Tracking Using Hybrid Particle Filtering. | Jens Rittscher, Nils Krahnstoever, Luis Galup |
| 2004 | ECCV | Crowd Segmentation Through Emergent Labeling. | Peter H. Tu, Jens Rittscher |
| 2003 | AVSS | Site Calibration for Large Indoor Scenes. | Peter H. Tu, Jens Rittscher, Timothy P. Kelliher |
| 2003 | CVPR | Video Content Annotation Using Visual Analysis and a Large Semantic Knowledgebase. | Anthony Hoogs, Jens Rittscher, Gees C. Stein, John Schmiederer |
| 2001 | ICCV | Guiding Random Particles by Deterministic Search. | Josephine Sullivan, Jens Rittscher |
| 2000 | ECCV | A Probabilistic Background Model for Tracking. | Jens Rittscher, Jien Kato, Sbastien Joga, Andrew Blake |
| 2000 | ECCV | Statistical Foreground Modelling for Object Localisation. | Josephine Sullivan, Andrew Blake, Jens Rittscher |
| 2000 | ICPR | An Integral Criterion for Detecting Boundary Edges and Textured Regions. | Jens Rittscher, Josephine Sullivan |
| 1999 | ICCV | Classification of Human Body Motion. | Jens Rittscher, Andrew Blake |