71 citations · 269 across the 13 of their papers we have counts for
15 papers
GaussianPOP: Principled Simplification Framework for Compact 3D Gaussian Splatting via Error Quantification
Soonbin Lee, Yeong-Gyu Kim, Simon Sasse +5
Existing 3D Gaussian Splatting simplification methods commonly use importance scores, such as blending weights or sensitivity, to identify redundant Gaussians. However, these score…
3GPP NR V2X Mode 2d: Analysis of Distributed Scheduling for Groupcast using ns-3 5G LENA Simulator
Thomas Fehrenbach, Luis Omar Ortiz Abrego, Cornelius Hellge +2
Vehicle-to-everything (V2X) communication is a key technology for enabling intelligent transportation systems (ITS) that can improve road safety, traffic efficiency, and environmen…
Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs
Soonbin Lee, Fangwen Shu, Yago Sanchez +2
3D Gaussian Splatting is a recognized method for 3D scene representation, known for its high rendering quality and speed. However, its substantial data requirements present challen…
ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain Optimization
Soonbin Lee, Fangwen Shu, Yago Sanchez +2
Explicit feature-grid based NeRF models have shown promising results in terms of rendering quality and significant speed-up in training. However, these methods often require a sign…
On the Limits of HARQ Prediction for Short Deterministic Codes with Error Detection in Memoryless Channels (Extended Version with Proofs)
Barış Göktepe, Cornelius Hellge, Tatiana Rykova +2
We provide a mathematical framework to analyze the limits of Hybrid Automatic Repeat reQuest (HARQ) and derive analytical expressions for the most powerful test for estimating the…
Distributed Machine-Learning for Early HARQ Feedback Prediction in Cloud RANs
Barış Göktepe, Cornelius Hellge, Thomas Schierl +1
In this work, we propose novel HARQ prediction schemes for Cloud RANs (C-RANs) that use feedback over a rate-limited feedback channel (2 - 6 bits) from the Remote Radio Heads (RRHs…