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Muhammet Balcılar

3 papers here

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV2
  • cs.CV1
ORCID 0000-0003-1428-4297

identity via Semantic Scholar / OpenAlex

most citedReducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

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.IV2022★ 1 cited

Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression

Muhammet Balcilar, Bharath Damodaran, Pierre Hellier

End-to-end deep trainable models are about to exceed the performance of the traditional handcrafted compression techniques on videos and images. The core idea is to learn a non-lin…

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