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Artificial Intelligence Computing Leadership from NVIDIA
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Research Labs
All Research Labs
3D Deep Learning
Applied Research
Autonomous Vehicles
Deep Imagination
Publications
AI Playground
New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
Robotics
All Areas
Careers
Academic Collaborations
Government Collaborations
Graduate Fellowship
Internships
Research Openings
Research Scientists
Meet the Team
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Research Areas
Telecommunications
Associated Publications
2023
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Sebastian Cammerer
,
Merlin Nimier-David
,
Nikolaus Binder
,
Guillermo Marcus
,
Alex Keller
IEEE Globecom Workshops (GC Wkshps) 2023
A Neural Receiver for 5G NR Multi-user MIMO
Sebastian Cammerer
,
Fayçal Aït Aoudia
,
Jakob Hoydis
, Andreas Oeldemann, Andreas Roessler, Timo Mayer,
Alex Keller
IEEE Globecom Workshops (GC Wkshps) 2023
Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes
Anqi Gong,
Sebastian Cammerer
, Joseph M. Renes
International Conference on Quantum Information Processing (QIP) 2024
2022
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications
Sebastian Dörner, Jannis Clausius,
Sebastian Cammerer
, Stephan ten Brink
IEEE Transactions on Communications
QuadStream: A Quad-Based Scene Streaming Architecture for Novel Viewpoint Reconstruction
Jozef Hladky,
Michael Stengel
,
Nicholas Vining
, Bernhard Kerbl, Hans-Peter Seidel, Markus Steinberger
ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)
Deep Learning-Based Synchronization for Uplink NB-IoT
Fayçal Aït Aoudia
,
Jakob Hoydis
,
Sebastian Cammerer
,
Matthijs Van keirsbilck
,
Alex Keller
IEEE Global Communications Conference 2022
Graph Neural Networks for Channel Decoding
Sebastian Cammerer
,
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Alex Keller
IEEE Globecom Workshops (GC Wkshps) 2022
Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance
Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg,
Sebastian Cammerer
, Stephan ten Brink
Asilomar Conference on Signals, Systems, and Computers 2022
Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks
M. Hossein Attar, Kaixin Chang, Ramez Askar, Slawomir Stanczak,
Sebastian Cammerer
,
Guillermo Marcus
,
Alex Keller
Asilomar Conference on Signals, Systems, and Computers 2022
GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access
Daniel Schäufele,
Guillermo Marcus
,
Nikolaus Binder
, Matthias Mehlhose,
Alex Keller
, Slawomir Stańczak
2022 30th European Signal Processing Conference (EUSIPCO)
Adaptive Neural Network-based OFDM Receivers
Moritz Benedikt Fischer, Sebastian Dörner,
Sebastian Cammerer
, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
IEEE International Workshop on Signal Processing Advances in Wireless Communic…
GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems
Matthias Mehlhose,
Guillermo Marcus
, Daniel Schäufele, Daniyal Amir Awan,
Nikolaus Binder
, Martin Kasparick, Renato L. G. Cavalcante, Sławomir Stanćzak ,
Alex Keller
IEEE Access
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Jakob Hoydis
,
Sebastian Cammerer
,
Fayçal Aït Aoudia
, Avinash Vem,
Nikolaus Binder
,
Guillermo Marcus
,
Alex Keller
arXiv
Researchers
Alex Keller
Jakob Hoydis
Lorenzo Maggi
Sebastian Cammerer
Shai Cohen