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Luca Benini
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Luca Benini24 visible / 24 total nodes / 79 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipLuca BeniniALuca BeniniResearcherMR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor NodesWMR2-ByteTrack: CNN and ...preprint / 2026RDKV: Rate-Distortion Bit Allocation for Joint Eviction and Quantization of the KV CacheWRDKV: Rate-Distortion B...preprint / 2026Luca BompaniALuca BompaniResearcherManuele RusciAManuele RusciResearcherDaniele PalossiADaniele PalossiResearcherHang GuoAHang GuoResearcherYawei LiAYawei LiResearcherFrancesco ContiAFrancesco ContiResearcherJunkai ZhangAJunkai ZhangResearcherArtificial IntelligenceTArtificial Intelligence22915 worksComputer VisionTComputer Vision30606 workseess.IVTeess.IV7337 worksMachine LearningTMachine Learning49008 worksRPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural NetworksWRPR: Random Partition R...preprint / 2020Origami: A 803 GOp/s/W Convolutional Network AcceleratorWOrigami: A 803 GOp/s/W ...preprint / 2016HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous ComputingWHEROv2: Full-Stack Open...preprint / 2022Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing AlgorithmWTraining Quantised Neur...preprint / 2022A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart SensingWA 5 μW Standard Cell Me...preprint / 2021pAElla: Edge-AI based Real-Time Malware Detection in Data CentersWpAElla: Edge-AI based R...preprint / 2020Extending the RISC-V ISA for Efficient RNN-based 5G Radio Resource ManagementWExtending the RISC-V IS...preprint / 2020Online Anomaly Detection in HPC SystemsWOnline Anomaly Detectio...preprint / 2019Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded SystemsWLearning to infer: RL-b...preprint / 2018FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of ThingsWFANN-on-MCU: An Open-So...preprint / 2022
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Luca Benini

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PaperMR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor NodesAuthorship / preprint / 2026PaperRDKV: Rate-Distortion Bit Allocation for Joint Eviction and Quantization of the KV CacheAuthorship / preprint / 2026PersonLuca BompaniCo-authorship / ResearcherPersonManuele RusciCo-authorship / ResearcherPersonDaniele PalossiCo-authorship / ResearcherPersonHang GuoCo-authorship / ResearcherPersonYawei LiCo-authorship / ResearcherPersonFrancesco ContiCo-authorship / Researcher

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