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Daniel Mueller-Gritschneder

PerCo (SD): Open Perceptual Compression

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Sep 30, 2024
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A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption

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Sep 11, 2024
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Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation

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Sep 11, 2024
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EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation

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Sep 06, 2023
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TinyProp -- Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning

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Aug 17, 2023
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MLonMCU: TinyML Benchmarking with Fast Retargeting

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Jun 15, 2023
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Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference

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Mar 31, 2023
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