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researcher

T. Sikora

7 papers hereh-index 4010.9k citations378 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • eess.IV5
  • cs.CV2
same name
  • T. Sikora — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedSteered Mixture-of-Experts Autoencoder Design for Real-Time Image Modelling and Denoising

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

eess.IV2022★ 1 cited

Sparse Video Representation Using Steered Mixture-of-Experts With Global Motion Compensation

Rolf Jongebloed, Erik Bochinski, Thomas Sikora

Steered-Mixtures-of Experts (SMoE) present a unified framework for sparse representation and compression of image data with arbitrary dimensionality. Recent work has shown great im…

eess.IV2022

Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression

Elvira Fleig, Jonas Geistert, Erik Bochinski +2

Steered-Mixtures-of-Experts (SMoE) models provide sparse, edge-aware representations, applicable to many use-cases in image processing. This includes denoising, super-resolution an…

eess.IV2022

Accelerated Deep Lossless Image Coding with Unified Paralleleized GPU Coding Architecture

Benjamin Lukas Cajus Barzen, Fedor Glazov, Jonas Geistert +1

We propose Deep Lossless Image Coding (DLIC), a full resolution learned lossless image compression algorithm. Our algorithm is based on a neural network combined with an entropy en…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.