3 papers
cs.CV2026
A Projection-Based Surrogate Gradient Interpretation for Neural Codec Wrappers
Esteban Pesnel, Julien Le Tanou, Michael Ropert +2
Neural wrappers are learned pre-and postprocessing networks designed to enhance the performance of conventional video codecs. Although these approaches can significantly improve co…
eess.IV2026
SCALED : Surrogate-gradient for Codec-Aware Learning of Downsampling in ABR Streaming
Esteban Pesnel, Julien Le Tanou, Michael Ropert +2
The rapid growth in video consumption has introduced significant challenges to modern streaming architectures. Over-the-Top (OTT) video delivery now predominantly relies on Adaptiv…
q-bio.OT2025
Efficient Constraining of Transcoding in DNA-Based Image Storage
Sara Al Sayyed, Aline Roumy, Thomas Maugey
DNA has emerged as a promising alternative for long-term data storage due to its high capacity, durability, and low-energy potential. However, storing data in DNA presents several…