Papers citing 'Explicitly disentangling image content from translation and rotation with spatial-VAE'

Title
Reward driven discovery of the optimal microstructure representations with invariant variational autoencoders B. Slautin Kamyar Barakati Hiroshi Funakubo M. Ziatdinov Vladimir V. Shvartsman Doru C. Lupascu Sergei V. Kalinin DRL 164 0 0 30 Sep 2025
Equivariant amortized inference of poses for cryo-EM Larissa de Ruijter Gabriele Cesa 149 1 0 01 Jun 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization M. R. Uddin Min Xu 363 0 0 27 May 2024
Rotation and Translation Invariant Representation Learning with Implicit Neural RepresentationsInternational Conference on Machine Learning (ICML), 2023 Sehyun Kwon Jooyoung Choi Ernest K. Ryu OOD 197 5 0 27 Apr 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 145 17 0 18 Apr 2023
Domain Generalization In Robust Invariant Representation Gauri Gupta Ritvik Kapila Keshav Gupta Ramesh Raskar OOD 111 2 0 07 Apr 2023
Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders Mani Valleti Yongtao Liu Sergei V. Kalinin DRL 130 5 0 30 Mar 2023
Deep Kernel Methods Learn Better: From Cards to Process Optimization Mani Valleti Rama K Vasudevan M. Ziatdinov Sergei V. Kalinin BDL 95 13 0 25 Mar 2023
MELON: NeRF with Unposed Images in SO(3)International Conference on 3D Vision (3DV), 2023 Axel Levy Mark J. Matthews Matan Sela Gordon Wetzstein Dmitry Lagun 139 3 0 14 Mar 2023
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAENeural Information Processing Systems (NeurIPS), 2022 Alireza Nasiri Tristan Bepler DRL 158 16 0 24 Oct 2022
Amortized Inference for Heterogeneous Reconstruction in Cryo-EMNeural Information Processing Systems (NeurIPS), 2022 Axel Levy Gordon Wetzstein Julien N. P. Martel Frédéric Poitevin Ellen D. Zhong 190 46 0 13 Oct 2022
Microscopy is All You Need Sergei V. Kalinin Rama K Vasudevan Yongtao Liu Ayana Ghosh Kevin M. Roccapriore M. Ziatdinov 143 1 0 12 Oct 2022
Equivariant Priors for Compressed Sensing with Unknown OrientationInternational Conference on Machine Learning (ICML), 2022 Anna Kuzina Kumar Pratik F. V. Massoli Arash Behboodi 212 3 0 28 Jun 2022
Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare Jana Fragemann Lynton Ardizzone Jan Egger Jens Kleesiek DRL MedIm 134 13 0 21 Mar 2022
Physics-informed Guided Disentanglement in Generative NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Fabio Pizzati Pietro Cerri Raoul de Charette PINN DRL 310 14 0 29 Jul 2021
Invariance-based Multi-Clustering of Latent Space Embeddings for Equivariant Learning Minh Nguyen A. Roy Haoran Zhang BDL DRL 146 1 0 25 Jul 2021
Disentangling semantic features of macromolecules in Cryo-Electron Tomography Kai Yi Jianye Pang Yungeng Zhang Xiangrui Zeng Min Xu 148 1 0 27 Jun 2021
Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders M. Ziatdinov C. Wong Sergei V. Kalinin OOD 177 11 0 23 Jun 2021
Improved Transformer for High-Resolution GANsNeural Information Processing Systems (NeurIPS), 2021 Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 313 109 0 14 Jun 2021
Unsupervised Deep Learning Methods for Biological Image Reconstruction and EnhancementIEEE Signal Processing Magazine (IEEE SPM), 2021 Mehmet Akccakaya Burhaneddin Yaman Hyungjin Chung Jong Chul Ye MedIm 281 61 0 17 May 2021
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy Sergei V. Kalinin M. Ziatdinov Jacob D. Hinkle S. Jesse Ayana Ghosh K. Kelley A. Lupini B. Sumpter Rama K Vasudevan 153 3 0 22 Mar 2021
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image ReconstructionIEEE International Symposium on Biomedical Imaging (ISBI), 2021 Koby Bibas Gili Weiss-Dicker Dana Cohen Noa Cahan H. Greenspan 138 8 0 10 Jan 2021
Adversarial Generation of Continuous ImagesComputer Vision and Pattern Recognition (CVPR), 2020 Ivan Skorokhodov Savva Ignatyev Mohamed Elhoseiny GAN 276 188 0 24 Nov 2020
Survey2Survey: A deep learning generative model approach for cross-survey image mappingMonthly notices of the Royal Astronomical Society (MNRAS), 2020 B. Buncher A. N. Sharma M. Kind MedIm 154 6 0 13 Nov 2020
A Probabilistic Generative Model for Typographical Analysis of Early Modern PrintingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kartik Goyal Chris Dyer Christopher N. Warren M. G'Sell Taylor Berg-Kirkpatrick 104 7 0 04 May 2020
Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks Nina Miolane Frédéric Poitevin Yee-Ting Li S. Holmes 3DV 146 24 0 19 Nov 2019