| Memory access scheduling S Rixner, WJ Dally, UJ Kapasi, P Mattson, JD Owens ACM SIGARCH Computer Architecture News 28 (2), 128-138, 2000 | 1359 | 2000 |
| Mlperf inference benchmark VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ... 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 583 | 2020 |
| Imagine: Media processing with streams B Khailany, WJ Dally, UJ Kapasi, P Mattson, J Namkoong, JD Owens, ... IEEE micro 21 (2), 35-46, 2001 | 508 | 2001 |
| Programmable stream processors UJ Kapasi, S Rixner, WJ Dally, B Khailany, JH Ahn, P Mattson, JD Owens Computer 36 (8), 54-62, 2003 | 449 | 2003 |
| Register organization for media processing S Rixner, WJ Dally, B Khailany, P Mattson, UJ Kapasi, JD Owens Proceedings Sixth International Symposium on High-Performance Computer …, 2000 | 415 | 2000 |
| Mlperf training benchmark P Mattson, C Cheng, G Diamos, C Coleman, P Micikevicius, D Patterson, ... Proceedings of Machine Learning and Systems 2, 336-349, 2020 | 354 | 2020 |
| A bandwidth-efficient architecture for media processing S Rixner, WJ Dally, UJ Kapasi, B Khailany, A Lopez-Lagunas, PR Mattson, ... Proceedings. 31st Annual ACM/IEEE International Symposium on …, 1998 | 353 | 1998 |
| Metrics reloaded: recommendations for image analysis validation L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ... Nature methods 21 (2), 195-212, 2024 | 294* | 2024 |
| Common limitations of image processing metrics: A picture story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv:2104.05642, 2021 | 205 | 2021 |
| MLPerf: An industry standard benchmark suite for machine learning performance P Mattson, VJ Reddi, C Cheng, C Coleman, G Diamos, D Kanter, ... IEEE Micro 40 (2), 8-16, 2020 | 192 | 2020 |
| A programming system for the imagine media processor PR Mattson Stanford University, 2002 | 164 | 2002 |
| Efficient conditional operations for data-parallel architectures UJ Kapasi, WJ Dally, S Rixner, PR Mattson, JD Owens, B Khailany Proceedings of the 33rd annual ACM/IEEE International Symposium on …, 2000 | 144 | 2000 |
| Dataperf: Benchmarks for data-centric ai development M Mazumder, C Banbury, X Yao, B Karlaš, W Gaviria Rojas, S Diamos, ... Advances in Neural Information Processing Systems 36, 5320-5347, 2023 | 133 | 2023 |
| Compiling for stream processing A Das, WJ Dally, P Mattson Proceedings of the 15th international conference on Parallel architectures …, 2006 | 127 | 2006 |
| Media processing applications on the Imagine stream processor JD Owens, S Rixner, UJ Kapasi, P Mattson, B Towles, B Serebrin, ... Proceedings. IEEE International Conference on Computer Design: VLSI in …, 2002 | 122 | 2002 |
| Mlperf inference benchmark. In 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ... IEEE, 2020 | 101 | 2020 |
| Polygon rendering on a stream architecture JD Owens, WJ Dally, UJ Kapasi, S Rixner, P Mattson, B Mowery Proceedings of the ACM SIGGRAPH/EUROGRAPHICS workshop on Graphics hardware …, 2000 | 98 | 2000 |
| Federated benchmarking of medical artificial intelligence with MedPerf A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, A Wuest, ... Nature machine intelligence 5 (7), 799-810, 2023 | 91 | 2023 |
| The stream virtual machine F Labonte, P Mattson, W Thies, I Buck, C Kozyrakis, M Horowitz Proceedings. 13th International Conference on Parallel Architecture and …, 2004 | 91 | 2004 |
| Understanding metric-related pitfalls in image analysis validation A Reinke, MD Tizabi, M Baumgartner, M Eisenmann, D Heckmann-Nötzel, ... Nature methods 21 (2), 182-194, 2024 | 90 | 2024 |