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76 Results
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Workshop
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Fri 13:00 |
Masked Autoencoder-Based Self-Supervised Learning for Electrocardiograms to Detect Left Ventricular Systolic Dysfunction. Shinnosuke Sawano · Satoshi Kodera · Hirotoshi Takeuchi · Issei Sukeda · Susumu Katsushika · Issei Komuro |
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Poster
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Wed 14:00 |
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs Fabian Falck · Christopher Williams · Dominic Danks · George Deligiannidis · Christopher Yau · Chris C Holmes · Arnaud Doucet · Matthew Willetts |
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Poster
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Tue 14:00 |
Hamiltonian Latent Operators for content and motion disentanglement in image sequences Asif Khan · Amos Storkey |
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Poster
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Thu 14:00 |
Attention-based Neural Cellular Automata Mattie Tesfaldet · Derek Nowrouzezahrai · Chris Pal |
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Poster
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Natural image synthesis for the retina with variational information bottleneck representation Babak Rahmani · Demetri Psaltis · Christophe Moser |
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Poster
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Thu 9:00 |
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang · Polina Kirichenko · Micah Goldblum · Andrew Wilson |
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Poster
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Wed 9:00 |
Learning Physics Constrained Dynamics Using Autoencoders Tsung-Yen Yang · Justinian Rosca · Karthik Narasimhan · Peter J Ramadge |
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Poster
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Wed 9:00 |
Unsupervised Learning of Group Invariant and Equivariant Representations Robin Winter · Marco Bertolini · Tuan Le · Frank Noe · Djork-Arné Clevert |
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Poster
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Wed 9:00 |
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino · Giuseppe Marra · Emanuele Sansone |
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Poster
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Wed 9:00 |
Multi-objective Deep Data Generation with Correlated Property Control Shiyu Wang · Xiaojie Guo · Xuanyang Lin · Bo Pan · Yuanqi Du · Yinkai Wang · Yanfang Ye · Ashley Petersen · Austin Leitgeb · Saleh Alkhalifa · Kevin Minbiole · William M. Wuest · Amarda Shehu · Liang Zhao |
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Poster
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Wed 14:00 |
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses Jacob Granley · Lucas Relic · Michael Beyeler |
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Poster
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Tue 14:00 |
Embrace the Gap: VAEs Perform Independent Mechanism Analysis Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve |