Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models.

Nikolaus Binder

Yonggan Fu Xin Dong 0009 Shizhe Diao Matthijs Van Keirsbilck Hanrong Ye Wonmin Byeon Yashaswi Karnati Lucas Liebenwein Hannah Zhang Nikolaus Binder Maksim Khadkevich Alexander Keller 0001 Jan Kautz Yingyan (Celine) Lin Pavlo Molchanov 0001 Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models. 2025 November abs/2511.18890 CoRR https://doi.org/10.48550/arXiv.2511.18890 db/journals/corr/corr2511.html#abs-2511-18890 streams/journals/corr

Jakob Hoydis Fayçal Ait Aoudia Sebastian Cammerer Merlin Nimier-David Nikolaus Binder Guillermo Marcus Alexander Keller 0001 Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. 317-321 2023 GLOBECOM (Workshops) https://doi.org/10.1109/GCWkshps58843.2023.10465179 conf/globecom/2023w db/conf/globecom/globecom2023w.html#HoydisACNBMK23

Jakob Hoydis Fayçal Aït Aoudia Sebastian Cammerer Merlin Nimier-David Nikolaus Binder Guillermo Marcus Alexander Keller 0001 Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. 2023 abs/2303.11103 CoRR https://doi.org/10.48550/arXiv.2303.11103 db/journals/corr/corr2303.html#abs-2303-11103

Alexander Keller 0001 Carsten Wächter Nikolaus Binder Quasi-Monte Carlo Algorithms (not only) for Graphics Software. 2023 abs/2307.15584 CoRR https://doi.org/10.48550/arXiv.2307.15584 db/journals/corr/corr2307.html#abs-2307-15584

Matthias Mehlhose Guillermo Marcus Daniel Schäufele Daniyal Amir Awan Nikolaus Binder Martin Kasparick 0001 Renato L. G. Cavalcante Slawomir Stanczak Alexander Keller 0001 GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems. 70937-70946 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3187040 db/journals/access/access10.html#MehlhoseMSABKCS22

Daniel Schäufele Guillermo Marcus Nikolaus Binder Matthias Mehlhose Alexander Keller 0001 Slawomir Stanczak GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access. 667-671 2022 EUSIPCO https://ieeexplore.ieee.org/document/9909865 conf/eusipco/2022 db/conf/eusipco/eusipco2022.html#SchaufeleMBMKS22

Matthias Mehlhose Guillermo Marcus Daniel Schäufele Daniyal Amir Awan Nikolaus Binder Martin Kasparick 0001 Renato L. G. Cavalcante Slawomir Stanczak Alexander Keller 0001 Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond. 2022 abs/2201.05024 CoRR https://arxiv.org/abs/2201.05024 db/journals/corr/corr2201.html#abs-2201-05024

Jakob Hoydis Sebastian Cammerer Fayçal Ait Aoudia Avinash Vem Nikolaus Binder Guillermo Marcus Alexander Keller 0001 Sionna: An Open-Source Library for Next-Generation Physical Layer Research. 2022 abs/2203.11854 CoRR https://doi.org/10.48550/arXiv.2203.11854 db/journals/corr/corr2203.html#abs-2203-11854

Daniel Schäufele Guillermo Marcus Nikolaus Binder Matthias Mehlhose Alexander Keller 0001 Slawomir Stanczak GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access. 2022 abs/2206.05998 CoRR https://doi.org/10.48550/arXiv.2206.05998 db/journals/corr/corr2206.html#abs-2206-05998

Alexander Keller 0001 Carsten Wächter Nikolaus Binder Rendering along the Hilbert Curve. 2022 abs/2207.05415 CoRR https://doi.org/10.48550/arXiv.2207.05415 db/journals/corr/corr2207.html#abs-2207-05415

Nikolaus Binder Tobias Ritschel 0001 High-Performance Graphics 2021 - Symposium Papers, online, July 6-9, 2021 Eurographics Association High Performance Graphics (Symposium Papers) 2021 978-3-03868-156-4 https://diglib.eg.org/handle/10.2312/2633077 db/conf/eghpg/eghpg2021s.html Nikolaus Binder Sascha Fricke Alexander Keller 0001 Massively Parallel Path Space Filtering. 149-168 2020 MCQMC https://doi.org/10.1007/978-3-030-98319-2_7 conf/mcqmc/2020 db/conf/mcqmc/mcqmc2020.html#BinderF020

Nikolaus Binder Alexander Keller 0001 Massively Parallel Construction of Radix Tree Forests for the Efficient Sampling of Discrete Probability Distributions. 2019 abs/1901.05423 CoRR http://arxiv.org/abs/1901.05423 db/journals/corr/corr1901.html#abs-1901-05423

Nikolaus Binder Sascha Fricke Alexander Keller 0001 Massively Parallel Path Space Filtering. 2019 abs/1902.05942 CoRR http://arxiv.org/abs/1902.05942 db/journals/corr/corr1902.html#abs-1902-05942

Nikolaus Binder Alexander Keller 0001 Fast, high precision ray/fiber intersection using tight, disjoint bounding volumes. 38:1-38:2 2018 SIGGRAPH Talks https://doi.org/10.1145/3214745.3214805 conf/siggraph/2018talks db/conf/siggraph/siggraph2018talks.html#Binder018 Nikolaus Binder Sascha Fricke Alexander Keller 0001 Fast path space filtering by jittered spatial hashing. 71:1-71:2 2018 SIGGRAPH Talks https://doi.org/10.1145/3214745.3214806 conf/siggraph/2018talks db/conf/siggraph/siggraph2018talks.html#BinderF018 Magdalena Martinek Marc Stamminger Nikolaus Binder Alexander Keller 0001 Compressed Bounding Volume Hierarchies for Efficient Ray Tracing of Disperse Hair. 97-102 2018 VMV https://doi.org/10.2312/vmv.20181258 conf/vmv/2018 db/conf/vmv/vmv2018.html#MartinekSBK18

Nikolaus Binder Alexander Keller 0001 Fast, High Precision Ray/Fiber Intersection using Tight, Disjoint Bounding Volumes. 2018 abs/1811.03374 CoRR http://arxiv.org/abs/1811.03374 db/journals/corr/corr1811.html#abs-1811-03374

Nikolaus Binder Alexander Keller 0001 Massively Parallel Stackless Ray Tracing of Catmull-Clark Subdivision Surfaces. 2018 abs/1811.03510 CoRR http://arxiv.org/abs/1811.03510 db/journals/corr/corr1811.html#abs-1811-03510

Nikolaus Binder Alexander Keller 0001 Efficient stackless hierarchy traversal on GPUs with backtracking in constant time. 41-50 2016 High Performance Graphics http://dl.acm.org/citation.cfm?id=2977343 conf/egh/2016 db/conf/egh/hpg2016.html#BinderK16 Enzo Catalano Rajko Yasui-Schöffel Ken Dahm Nikolaus Binder Alexander Keller 0001 GI next: global illumination for production rendering on GPUs. 69:1-69:2 2016 SIGGRAPH Talks https://doi.org/10.1145/2897839.2927452 conf/siggraph/2016talks db/conf/siggraph/siggraph2016talks.html#CatalanoYDBK16 Nikolaus Binder Alexander Keller 0001 Stackless ray tracing of patches from feature-adaptive subdivision on GPUs. 22:1 2015 SIGGRAPH Talks https://doi.org/10.1145/2775280.2792551 conf/siggraph/2015talks db/conf/siggraph/siggraph2015talks.html#BinderK15 Alexander Keller 0001 Ken Dahm Nikolaus Binder Path Space Filtering. 423-436 2014 MCQMC https://doi.org/10.1007/978-3-319-33507-0_21 conf/mcqmc/2014 db/conf/mcqmc/mcqmc2014.html#KellerDB14 Pascal Gautron Marc Droske Carsten Wächter Lutz Kettner Alexander Keller 0001 Nikolaus Binder Ken Dahm Path space similarity determined by Fourier histogram descriptors. 39:1 2014 SIGGRAPH Talks https://doi.org/10.1145/2614106.2614117 conf/siggraph/2014talks db/conf/siggraph/siggraph2014talks.html#GautronDWKKBD14 Alexander Keller 0001 Ken Dahm Nikolaus Binder Path space filtering. 68:1 2014 SIGGRAPH Talks https://doi.org/10.1145/2614106.2614149 conf/siggraph/2014talks db/conf/siggraph/siggraph2014talks.html#KellerDB14 Alexander Keller 0001 Nikolaus Binder Carsten Wächter Construction of a rank-1 lattice sequence based on primitive polynomials. 204-215 2014 Applied Algebra and Number Theory Theory https://doi.org/10.1017/CBO9781139696456.013 books/cu/LPWX2014 db/books/collections/LPWX2014.html#KellerBW14 Fayçal Ait AoudiaFayçal Aït Aoudia Daniyal Amir Awan Wonmin Byeon Sebastian Cammerer Enzo Catalano Renato L. G. Cavalcante Ken Dahm Shizhe Diao Xin Dong 0009 Marc Droske Sascha Fricke Yonggan Fu Pascal Gautron Jakob Hoydis Yashaswi Karnati Martin Kasparick 0001 Jan Kautz Matthijs Van Keirsbilck Alexander Keller 0001 Lutz Kettner Maksim Khadkevich Lucas Liebenwein Yingyan (Celine) Lin Guillermo Marcus Magdalena Martinek Matthias Mehlhose Pavlo Molchanov 0001 Merlin Nimier-David Tobias Ritschel 0001 Daniel Schäufele Marc Stamminger Slawomir Stanczak Avinash Vem Carsten Wächter Rajko Yasui-Schöffel Hanrong Ye Hannah Zhang