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Zeynep Akata

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Disentanglement of Correlated Factors via Hausdorff Factorized Support

Oct 13, 2022
Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt

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Relational Proxies: Emergent Relationships as Fine-Grained Discriminators

Oct 05, 2022
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta

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Semantic Image Synthesis with Semantically Coupled VQ-Model

Sep 06, 2022
Stephan Alaniz, Thomas Hummel, Zeynep Akata

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Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

Aug 24, 2022
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata

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Abstracting Sketches through Simple Primitives

Jul 27, 2022
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata

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Temporal and cross-modal attention for audio-visual zero-shot learning

Jul 20, 2022
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata

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BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks

Jul 14, 2022
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata

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A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning

Jul 08, 2022
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci

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The Manifold Hypothesis for Gradient-Based Explanations

Jun 15, 2022
Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg

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Compositional Mixture Representations for Vision and Text

Jun 13, 2022
Stephan Alaniz, Marco Federici, Zeynep Akata

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