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PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator...
Riyadh Baghdadi, Ulysse Beaugnon, Albert Cohen, Tobias Grosser, Michael Kruse, Chandan Reddy, Sven Verdoolaege, Adam Betts, Alastair F. Donaldson, Jeroen Ketema, Javed Absar, Sven van Haastregt, Alexey...
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TRAPLINE: a standardized and automated pipeline for RNA sequencing data...
Markus Wolfien, Christian Rimmbach, Ulf Schmitz, Julia Jeannine Jung, Stefan Krebs, Gustav Steinhoff, Robert David, Olaf Wolkenhauer: TRAPLINE: a standardized and automated pipeline for RNA sequencing...
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TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems.
Robert David, Jared Duke, Advait Jain, Vijay Janapa Reddi, Nat Jeffries, Jian Li, Nick Kreeger, Ian Nappier, Meghna Natraj, Shlomi Regev, Rocky Rhodes, Tiezhen Wang, Pete Warden: TensorFlow Lite Micro:...
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Tied & Reduced RNN-T Decoder.
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He: Tied & Reduced RNN-T Decoder. CoRR abs/2109.07513 (2021)
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Embedding Metadata-Enriched Graphs.
Stefan Bachhofner, Peb Ruswono Aryan, Bernhard Krabina, Robert David: Embedding Metadata-Enriched Graphs. ISWC (Posters/Demos/Industry) 2021
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Explanations for Non-validation in SHACL.
Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Simkus: Explanations for Non-validation in SHACL. ISWC (Posters/Demos/Industry) 2021
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TensorFlow Lite Micro: Embedded Machine Learning for TinyML Systems.
Robert David, Jared Duke, Advait Jain, Vijay Janapa Reddi, Nat Jeffries, Jian Li, Nick Kreeger, Ian Nappier, Meghna Natraj, Tiezhen Wang, Pete Warden, Rocky Rhodes: TensorFlow Lite Micro: Embedded...
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Reasoning about Explanations for Non-validation in SHACL.
Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Simkus: Reasoning about Explanations for Non-validation in SHACL. KR 2021: 12-21
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Tied & Reduced RNN-T Decoder.
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He: Tied & Reduced RNN-T Decoder. Interspeech 2021: 4563-4567
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Reasoning about Explanations for Non-validation in SHACL (Extended Abstract).
Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Simkus: Reasoning about Explanations for Non-validation in SHACL (Extended Abstract). Description Logics 2021
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Automated annotation of rare-cell types from single-cell RNA-sequencing data...
Saptarshi Bej, Anne-Marie Galow, Robert David, Markus Wolfien, Olaf Wolkenhauer: Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling. BMC...
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E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model.
W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman: E2E Segmentation in a Two-Pass Cascaded...
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A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.
Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman: A...
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Repairing SHACL Constraint Violations Using Answer Set Programming.
Shqiponja Ahmetaj, Robert David, Axel Polleres, Mantas Simkus: Repairing SHACL Constraint Violations Using Answer Set Programming. ISWC 2022: 375-391
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A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.
Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman: A...
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Improving The Latency And Quality Of Cascaded Encoders.
Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian...
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Towards preserving Biodiversity using Nature FIRST Knowledge Graph with...
Albin Ahmeti, Jan-Kees Schakel, Robert David, Artem Revenko: Towards preserving Biodiversity using Nature FIRST Knowledge Graph with Crossovers. ISWC (Posters/Demos/Industry) 2023
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E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model.
W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman: E2E Segmentation in a Two-Pass Cascaded...
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