SPD: Sync-Point Drop for efficient tensor parallelism of Large Language Models.
CoRR, February, 2025
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry.
Electron. Commer. Res., September, 2023
Don't just prune by magnitude! Your mask topology is a secret weapon.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml.
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Mach. Learn. Sci. Technol., 2021
Fast convolutional neural networks on FPGAs with hls4ml.
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Mach. Learn. Sci. Technol., 2021
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis.
CoRR, 2020
Fast inference of Boosted Decision Trees in FPGAs for particle physics.
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CoRR, 2020
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Inferring Convolutional Neural Networks' Accuracies from Their Architectural Characterizations.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Development of an ENVISAT Altimetry Processor Providing Sea Level Continuity Between Open Ocean and Arctic Leads.
IEEE Trans. Geosci. Remote. Sens., 2018
SPARK 2014 and GNATprove - A competition report from builders of an industrial-strength verifying compiler.
Int. J. Softw. Tools Technol. Transf., 2015