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HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks


Nov 03, 2022
Filip Szatkowski, Karol J. Piczak, Przemys艂aw Spurek, Jacek Tabor, Tomasz Trzci艅ski


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Hypernetwork approach to Bayesian MAML


Oct 06, 2022
Piotr Borycki, Piotr Kubacki, Marcin Przewi臋藕likowski, Tomasz Ku艣mierczyk, Jacek Tabor, Przemys艂aw Spurek

* arXiv admin note: text overlap with arXiv:2205.15745 

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ProPaLL: Probabilistic Partial Label Learning


Aug 21, 2022
艁ukasz Struski, Jacek Tabor, Bartosz Zieli艅ski


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LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood


Jun 29, 2022
Piotr Tempczyk, Rafa艂 Michaluk, 艁ukasz Garncarek, Przemys艂aw Spurek, Jacek Tabor, Adam Goli艅ski

* ICML 2022 

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SLOVA: Uncertainty Estimation Using Single Label One-Vs-All Classifier


Jun 28, 2022
Bartosz W贸jcik, Jacek Grela, Marek 艢mieja, Krzysztof Misztal, Jacek Tabor


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Bounding Evidence and Estimating Log-Likelihood in VAE


Jun 19, 2022
艁ukasz Struski, Marcin Mazur, Pawe艂 Batorski, Przemys艂aw Spurek, Jacek Tabor


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Continual Learning with Guarantees via Weight Interval Constraints


Jun 16, 2022
Maciej Wo艂czyk, Karol J. Piczak, Bartosz W贸jcik, 艁ukasz Pustelnik, Pawe艂 Morawiecki, Jacek Tabor, Tomasz Trzci艅ski, Przemys艂aw Spurek

* Short presentation at ICML 2022 

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HyperShot: Few-Shot Learning by Kernel HyperNetworks


Mar 21, 2022
Marcin Sendera, Marcin Przewi臋藕likowski, Konrad Karanowski, Maciej Zi臋ba, Jacek Tabor, Przemys艂aw Spurek


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Interpretable Image Classification with Differentiable Prototypes Assignment


Dec 06, 2021
Dawid Rymarczyk, 艁ukasz Struski, Micha艂 G贸rszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieli艅ski

* Code will be published after paper acceptance 

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MisConv: Convolutional Neural Networks for Missing Data


Oct 29, 2021
Marcin Przewi臋藕likowski, Marek 艢mieja, 艁ukasz Struski, Jacek Tabor

* Accepted for publication at WACV 2022 Conference 

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