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Deep Differentiable Logic Gate Networks


Oct 15, 2022
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

* Published at NeurIPS 2022 

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C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval


Oct 07, 2022
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogerio Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James Glass


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VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models


Sep 12, 2022
Felix Vogel, Nina Shvetsova, Leonid Karlinsky, Hilde Kuehne


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Augmentation Learning for Semi-Supervised Classification


Aug 03, 2022
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne

* Accepted to GCPR 2022, 13 pages with 4 figures 

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Weakly Supervised Grounding for VQA in Vision-Language Transformers


Jul 05, 2022
Aisha Urooj Khan, Hilde Kuehne, Chuang Gan, Niels Da Vitoria Lobo, Mubarak Shah

* To appear at ECCV 2022 

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Differentiable Top-k Classification Learning


Jun 15, 2022
Felix Petersen, Hilde Kuehne, Christian Borgelt, Oliver Deussen

* Published at ICML 2022, Code @ https://github.com/Felix-Petersen/difftopk 

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CycDA: Unsupervised Cycle Domain Adaptation from Image to Video


Mar 30, 2022
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof


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Monotonic Differentiable Sorting Networks


Mar 17, 2022
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

* Published at ICLR 2022, Code @ https://github.com/Felix-Petersen/diffsort, Video @ https://www.youtube.com/watch?v=Rl-sFaE1z4M 

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Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval


Dec 08, 2021
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne


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Unsupervised Domain Generalization by Learning a Bridge Across Domains


Dec 04, 2021
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, Leonid Karlinsky


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