Fabian J. Theis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
55
Venues
18
Active years
2001–2025
Best venue rank
A*
Where they publish
Papers
55 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics. | Rushin H. Gindra, Giovanni Palla, Mathias Nguyen, Sophia J. Wagner, Manuel Tran, Fabian J. Theis, Dieter Saur, Lorin Crawford, Tingying Peng |
| 2025 | ICLR | MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds. | Leon Hetzel, Johanna Sommer, Bastian Rieck, Fabian J. Theis, Stephan Gnnemann |
| 2025 | ICLR | Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen. | Alessandro Palma, Till Richter, Hanyi Zhang, Manuel Lubetzki, Alexander Tong, Andrea Dittadi, Fabian J. Theis |
| 2025 | ICLR | Disentangled Representation Learning with the Gromov-Monge Gap. | Tho Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi |
| 2025 | ICML | Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation. | Alessandro Palma, Sergei Rybakov, Leon Hetzel, Stephan Gnnemann, Fabian J. Theis |
| 2025 | RECOMB | TarDis: Achieving Robust and Structured Disentanglement of Multiple Covariates. | Kemal Inecik, Aleyna Kara, Antony Rose, Muzlifah Haniffa, Fabian J. Theis |
| 2025 | RECOMB | Integration and Querying of Multimodal Single-Cell Data with PoE-VAE. | Anastasia Litinetskaya, Maiia Schulman, Fabiola Curion, Artur Szalata, Alireza Omidi, Mohammad Lotfollahi, Fabian J. Theis |
| 2024 | AISTATS | Mixed Models with Multiple Instance Learning. | Jan P. Engelmann, Alessandro Palma, Jakub M. Tomczak, Fabian J. Theis, Francesco Paolo Casale |
| 2024 | ICLR | Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. | Luca Eyring, Dominik Klein, Tho Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis |
| 2023 | MICCAI | B-Cos Aligned Transformers Learn Human-Interpretable Features. | Manuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng |
| 2022 | MICCAI | Noise Transfer for Unsupervised Domain Adaptation of Retinal OCT Images. | Valentin Koch, Olle G. Holmberg, Hannah Spitzer, Johannes Schiefelbein, Ben Asani, Michael Hafner, Fabian J. Theis |
| 2020 | ICANN | Learning Tn5 Sequence Bias from ATAC-seq on Naked Chromatin. | Meshal Ansari, David S. Fischer, Fabian J. Theis |
| 2016 | MICCAI | Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. | Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Bttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng |
| 2009 | IDA | Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. | Florian Blchl, Fabian J. Theis |
| 2009 | IDA | Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. | Peter Gruber, Harold W. Gutch, Fabian J. Theis |
| 2009 | IDA | Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. | Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil |
| 2009 | IDA | Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data. | Fabian J. Theis, Richard A. Neher, Andre Zeug |
| 2008 | ICCS | Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. | Javier Ramrez, Juan Manuel Grriz, Manuel Gmez-Ro, Alejandro Romero, Rosa Chaves, A. Lassl, A. Rodrguez, Carlos Garca Puntonet, Fabian J. Theis, Elmar Wolfgang Lang |
| 2007 | ICANN | Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. | Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tom, Gerd Schmitz |
| 2007 | ICANN | Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. | Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tom, Carlos Garca Puntonet |
| 2007 | IJCNN | Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. | Kurt Stadlthanner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tom, Petia Georgieva, Carlos Garca Puntonet |
| 2007 | IDEAL | Statistical Analysis of Sample-Size Effects in ICA. | J. Michael Herrmann, Fabian J. Theis |
| 2006 | ICASSP | Sparseness by Iterative Projections Onto Spheres. | Fabian J. Theis, Toshihisa Tanaka |
| 2006 | ICIP | A Fast Predictive Lossless Coder for fMRI Data Sets. | Toshihisa Tanaka, Yumi Murakami, Fabian J. Theis |
| 2006 | ICONIP | Region of Interest Based Independent Component Analysis. | Ingo R. Keck, Jan Churan, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Carlos Garca Puntonet |
| 2006 | IJCNN | Stability Analysis of an Unsupervised Competitive Neural Network. | Anke Meyer-Bse, Vera Thmmler, Fabian J. Theis |
| 2006 | ISCAS | New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA. | Stefano Squartini, Francesco Piazza, Fabian J. Theis |
| 2006 | ISCAS | On the use of joint diagonalization in blind signal processing. | Fabian J. Theis, Yujiro Inouye |
| 2005 | IBPRIA | AutoAssign - An Automatic Assignment Tool for Independent Components. | Matthias Bhm, Kurt Stadlthanner, Ana Maria Tom, Peter Gruber, Ana R. Teixeira, Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2005 | ICANN | Bispectrum-Based Statistical Tests for VAD. | Juan Manuel Grriz Sez, Javier Ramrez, Carlos Garca Puntonet, Fabian J. Theis, Elmar Wolfgang Lang |
| 2005 | ICANN | Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm. | Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang |
| 2005 | ICANN | A Fast and Efficient Method for Compressing fMRI Data Sets. | Fabian J. Theis, Toshihisa Tanaka |
| 2005 | IJCNN | An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. | Matthias Bhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Fabian J. Theis, Peter Gruber, Ana Maria Tom, Ana Rita Teixeira, Carlos Garca Puntonet |
| 2005 | ISCAS | Blind signal separation into groups of dependent signals using joint block diagonalization. | Fabian J. Theis |
| 2005 | IWANN | A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. | Matthias Bhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Ana Maria Tom, Ana R. Teixeira, Fabian J. Theis, Carlos Garca Puntonet |
| 2005 | IWANN | Extended Sparse Nonnegative Matrix Factorization. | Kurt Stadlthanner, Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2004 | ESANN | Separability of analytic postnonlinear blind source separation with bounded sources. | Fabian J. Theis, Peter Gruber |
| 2004 | ESANN | Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. | Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki |
| 2004 | ESANN | Linearization identification and an application to BSS using a SOM. | Fabian J. Theis, Elmar Wolfgang Lang |
| 2004 | ICASSP | Blind source separation and sparse component analysis of overcomplete mixtures. | Pando G. Georgiev, Fabian J. Theis, Andrzej Cichocki |
| 2004 | IJCNN | Denoising using local ICA and kernel-PCA. | Peter Gruber, Fabian J. Theis, Kurt Stadlthanner, Elmar Wolfgang Lang, Ana Maria Tom, Ana Rita Teixeira |
| 2004 | IJCNN | 3D spatial analysis of fMRI data: a comparison of ICA and GLM analysis on a word perception task. | Ingo R. Keck, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Karsten Specht, Carlos Garca Puntonet |
| 2004 | IJCNN | Clustering of dependent components: a new paradigm for fMRI signal detection. | Anke Meyer-Bse, Fabian J. Theis, Oliver Lange, Axel Wismller |
| 2004 | IJCNN | Kernel-PCA denoising of artifact-free protein NMR spectra. | Kurt Stadlthanner, Elmar Wolfgang Lang, Peter Gruber, Fabian J. Theis, Ana Maria Tom, Ana Rita Teixeira, Carlos Garca Puntonet |
| 2004 | IJCNN | Postnonlinear blind source separation via linearization identification. | Fabian J. Theis, Elmar Wolfgang Lang |
| 2003 | IJCNN | Local features in biomedical image clusters extracted with independent component analysis. | Christoph Bauer, Fabian J. Theis, Wolfgang Bumler, Elmar Wolfgang Lang |
| 2003 | IJCNN | SOMICA - an application of self-organizing maps to geometric independent component analysis. | Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2003 | IWANN | A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. | Kurt Stadlthanner, Ana Maria Tom, Fabian J. Theis, Elmar Wolfgang Lang |
| 2003 | IWANN | An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. | Fabian J. Theis, Manuel Rodrguez lvarez, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2003 | IWANN | An Improved Geometric Overcomplete Blind Source Separation Algorithm. | Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2003 | IWANN | Generalizing Geometric ICA to Nonlinear Settings. | Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2002 | ESANN | How to generalize geometric ICA to higher dimensions. | Fabian J. Theis, Elmar Wolfgang Lang |
| 2002 | ESANN | Geometric overcomplete ICA. | Fabian J. Theis, Elmar Wolfgang Lang |
| 2002 | ICANN | Overcomplete ICA with a Geometric Algorithm. | Fabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos Garca Puntonet |
| 2001 | IWANN | Pattern Repulsion Revisited. | Fabian J. Theis, Christoph Bauer, Carlos Garca Puntonet, Elmar Wolfgang Lang |