Search Results for author: Igor Sieradzki

Found 3 papers, 1 papers with code

Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations

1 code implementation21 Jun 2021 Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michał Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzciński, Bartosz Zieliński

Motivated by this observation, we introduce a novel visual probing framework for explaining the self-supervised models by leveraging probing tasks employed previously in natural language processing.

Representation Learning

Distribution-Interpolation Trade off in Generative Models

no code implementations ICLR 2019 Damian Leśniak, Igor Sieradzki, Igor Podolak

We investigate the properties of multidimensional probability distributions in the context of latent space prior distributions of implicit generative models.

On Latent Distributions Without Finite Mean in Generative Models

no code implementations5 Jun 2018 Damian Leśniak, Igor Sieradzki, Igor Podolak

We investigate the properties of multidimensional probability distributions in the context of latent space prior distributions of implicit generative models.

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