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Accelerate CPU-based AI inference workloads using Intel AMX on Amazon EC2  🔢Intel AMX
aws.amazon.com·3d·
Deep Neural Networks: A Formulation Via Non-Archimedean Analysis  🔬Deep Learning
arxiv.org·2d·
Manifold topological deep learning for biomedical data  🤖TVM
nature.com·21h·
A Divide-and-Conquer Strategy for Hard-Label Extraction of Deep Neural Networks via Side-Channel Attacks  🛡️AI Security
arxiv.org·13h·
SISA: A Scale-In Systolic Array for GEMM Acceleration  ⚡Hardware Acceleration
arxiv.org·1d·
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments  📱Edge AI
arxiv.org·6d·
Detection of Adversarial Attacks in Robotic Perception  🛡️AI Security
arxiv.org·2d·
Robust Smart Contract Vulnerability Detection via Contrastive Learning-Enhanced Granular-ball Training  📡SonarQube
arxiv.org·2d·
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry  🎯Reinforcement Learning
arxiv.org·6d·
BlankSkip: Early-exit Object Detection onboard Nano-drones  👁️Computer Vision
arxiv.org·2d·
Disentangled Graph Prompting for Out-Of-Distribution Detection  🕸️GraphBLAS
arxiv.org·1d·
ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks  🛡️AI Security
arxiv.org·3d·
A Precision Emulation Approach to the GPU Acceleration of Ab Initio Electronic Structure Calculations  ⚡Hardware Acceleration
arxiv.org·1d·
On Building Myopic MPC Policies using Supervised Learning  🎯Reinforcement Learning
arxiv.org·6d·
HSFM: Hard-Set-Guided Feature-Space Meta-Learning for Robust Classification under Spurious Correlations  🧠Machine Learning
arxiv.org·1d·
Can Unsupervised Segmentation Reduce Annotation Costs for Video Semantic Segmentation?  👁️Computer Vision
arxiv.org·2d·
PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion  🔥PyTorch
arxiv.org·3d·
Universal Approximation Constraints of Narrow ResNets: The Tunnel Effect  🐦Cuckoo Hashing
arxiv.org·2d·
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks  🧮Embeddings
arxiv.org·2d·
Annotation-Free Detection of Drivable Areas and Curbs Leveraging LiDAR Point Cloud Maps  👁️Computer Vision
arxiv.org·2d·

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