🏢 Intel Labs
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
·1466 words·7 mins·
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AI Theory
Optimization
🏢 Intel Labs
A novel slack-free spiking neural network efficiently solves the Hypergraph Minimum Vertex Cover problem on neuromorphic hardware, outperforming CPU-based methods in both speed and energy consumption.
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
·3783 words·18 mins·
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AI Generated
Computer Vision
Image Classification
🏢 Intel Labs
ScaleKD: Pre-trained vision transformers make excellent teachers for diverse student networks, improving efficiency and performance in knowledge distillation.
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
·2491 words·12 mins·
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Computer Vision
3D Vision
🏢 Intel Labs
MIDGARD: Generate high-quality, simulatable 3D articulated assets with enhanced control and interpretability using a novel diffusion-based framework.
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
·1503 words·8 mins·
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Machine Learning
Reinforcement Learning
🏢 Intel Labs
Learn optimal device placement for neural networks with HSDAG, a novel framework boosting inference speed by up to 58.2%!