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11/08/2022
A Neural Network Subgrid Model of the Early Stages of Planet Formation
Planet formation is a multi-scale process in which the coagulation of μ ...
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12/06/2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
Event-based vision sensors encode local pixel-wise brightness changes in...
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10/19/2021
SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Pruning neural networks reduces inference time and memory costs. On stan...
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01/21/2021
ItNet: iterative neural networks with small graphs for accurate and efficient anytime prediction
Deep neural networks have usually to be compressed and accelerated for t...
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06/13/2018
The streaming rollout of deep networks - towards fully model-parallel execution
Deep neural networks, and in particular recurrent networks, are promisin...
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03/17/2017