Preliminary Oral Session | MADhttps://mad.ikim.nrw/event/Preliminary Oral SessionWowchemy (https://wowchemy.com)en-ushttps://mad.ikim.nrw/media/logo_hud426e5180d4f2d5df8f68c6842174056_30609_300x300_fit_lanczos_3.pngPreliminary Oral Sessionhttps://mad.ikim.nrw/event/Summary of the paper - Measuring Disentanglement - A Review of Metricshttps://mad.ikim.nrw/talk/summary-of-the-paper-measuring-disentanglement-a-review-of-metrics/Thu, 22 Sep 2022 14:55:00 +0000https://mad.ikim.nrw/talk/summary-of-the-paper-measuring-disentanglement-a-review-of-metrics/Instance-Specific Augmentation of Brain MRIs with Variational Autoencodershttps://mad.ikim.nrw/talk/instance-specific-augmentation-of-brain-mris-with-variational-autoencoders/Thu, 22 Sep 2022 14:34:00 +0000https://mad.ikim.nrw/talk/instance-specific-augmentation-of-brain-mris-with-variational-autoencoders/Training beta-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoderhttps://mad.ikim.nrw/talk/training-beta-vae-by-aggregating-a-learned-gaussian-posterior-with-a-decoupled-decoder/Thu, 22 Sep 2022 14:26:00 +0000https://mad.ikim.nrw/talk/training-beta-vae-by-aggregating-a-learned-gaussian-posterior-with-a-decoupled-decoder/A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRIhttps://mad.ikim.nrw/talk/a-study-of-representational-properties-of-unsupervised-anomaly-detection-in-brain-mri/Thu, 22 Sep 2022 14:18:00 +0000https://mad.ikim.nrw/talk/a-study-of-representational-properties-of-unsupervised-anomaly-detection-in-brain-mri/HSIC-InfoGAN Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Informationhttps://mad.ikim.nrw/talk/hsic-infogan-learning-unsupervised-disentangled-representations-by-maximising-approximated-mutual-information/Thu, 22 Sep 2022 14:10:00 +0000https://mad.ikim.nrw/talk/hsic-infogan-learning-unsupervised-disentangled-representations-by-maximising-approximated-mutual-information/Formalisms for Understanding Progress in Representation Learninghttps://mad.ikim.nrw/talk/formalisms-for-understanding-progress-in-representation-learning/Thu, 22 Sep 2022 13:35:00 +0000https://mad.ikim.nrw/talk/formalisms-for-understanding-progress-in-representation-learning/Low-rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglementhttps://mad.ikim.nrw/talk/low-rank-and-sparse-metamorphic-autoencoders-for-unsupervised-pathology-disentanglement/Thu, 22 Sep 2022 13:15:00 +0000https://mad.ikim.nrw/talk/low-rank-and-sparse-metamorphic-autoencoders-for-unsupervised-pathology-disentanglement/Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographshttps://mad.ikim.nrw/talk/implicit-embeddings-via-gan-inversion-for-high-resolution-chest-radiographs/Thu, 22 Sep 2022 13:00:00 +0000https://mad.ikim.nrw/talk/implicit-embeddings-via-gan-inversion-for-high-resolution-chest-radiographs/Disentangling Factors of Morphological Variation in an Invertible Brain Aging Modelhttps://mad.ikim.nrw/talk/disentangling-factors-of-morphological-variation-in-an-invertible-brain-aging-model/Thu, 22 Sep 2022 12:45:00 +0000https://mad.ikim.nrw/talk/disentangling-factors-of-morphological-variation-in-an-invertible-brain-aging-model/Disentangled Representation Learning for Privacy-Preserving Case-Based Explanationshttps://mad.ikim.nrw/talk/disentangled-representation-learning-for-privacy-preserving-case-based-explanations/Thu, 22 Sep 2022 12:30:00 +0000https://mad.ikim.nrw/talk/disentangled-representation-learning-for-privacy-preserving-case-based-explanations/Disentanglement in Deep Learning- A return to principled design?https://mad.ikim.nrw/talk/disentanglement-in-deep-learning-a-return-to-principled-design/Thu, 22 Sep 2022 11:55:00 +0000https://mad.ikim.nrw/talk/disentanglement-in-deep-learning-a-return-to-principled-design/