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Alexander Keller

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Compact Neural Graphics Primitives with Learned Hash Probing

Dec 28, 2023
Towaki Takikawa, Thomas Müller, Merlin Nimier-David, Alex Evans, Sanja Fidler, Alec Jacobson, Alexander Keller

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Learning Radio Environments by Differentiable Ray Tracing

Nov 30, 2023
Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Florian Euchner, Merlin Nimier-David, Stephan ten Brink, Alexander Keller

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Adaptive Shells for Efficient Neural Radiance Field Rendering

Nov 16, 2023
Zian Wang, Tianchang Shen, Merlin Nimier-David, Nicholas Sharp, Jun Gao, Alexander Keller, Sanja Fidler, Thomas Müller, Zan Gojcic

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Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling

Mar 20, 2023
Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller

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Graph Neural Networks for Channel Decoding

Jul 29, 2022
Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia, Alexander Keller

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GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access

Jun 13, 2022
Daniel Schäufele, Guillermo Marcus, Nikolaus Binder, Matthias Mehlhose, Alexander Keller, Sławomir Stańczak

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Deep Learning-Based Synchronization for Uplink NB-IoT

May 22, 2022
Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer, Matthijs Van Keirsbilck, Alexander Keller

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RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis

May 14, 2022
Jonathan Tremblay, Moustafa Meshry, Alex Evans, Jan Kautz, Alexander Keller, Sameh Khamis, Charles Loop, Nathan Morrical, Koki Nagano, Towaki Takikawa, Stan Birchfield

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Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Mar 22, 2022
Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia, Avinash Vem, Nikolaus Binder, Guillermo Marcus, Alexander Keller

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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

Jan 16, 2022
Thomas Müller, Alex Evans, Christoph Schied, Alexander Keller

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