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M. Balcilar

10 papers hereh-index 15954 citations59 works total

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

author position
  • first author6
  • middle author3
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • eess.IV4
  • cs.CV3
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedBridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks

38 citations · 73 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

eess.IV2023

Latent-Shift: Gradient of Entropy Helps Neural Codecs

Muhammet Balcilar, Bharath Bhushan Damodaran, Karam Naser +2

End-to-end image/video codecs are getting competitive compared to traditional compression techniques that have been developed through decades of manual engineering efforts. These t…

cs.CV2023

RQAT-INR: Improved Implicit Neural Image Compression

Bharath Bhushan Damodaran, Muhammet Balcilar, Franck Galpin +1

Deep variational autoencoders for image and video compression have gained significant attraction in the recent years, due to their potential to offer competitive or better compress…

eess.IV2023

Entropy Coding Improvement for Low-complexity Compressive Auto-encoders

Franck Galpin, Muhammet Balcilar, Frédéric Lefebvre +2

End-to-end image and video compression using auto-encoders (AE) offers new appealing perspectives in terms of rate-distortion gains and applications. While most complex models are…

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