Tag: adversarial machine learning
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OptiLookUp: High-Speed Optical ROM for Photonic Accelerators
Discover OptiLookUp, a reconfigurable optical ROM engine boosting photonic accelerator speed and efficiency for AI and machine learning tasks.
Verifiable Rewards RL with GRPO on SageMaker AI
Boost reinforcement learning with verifiable rewards and GRPO on SageMaker AI for improved accuracy and training efficiency in AI tasks.
Secure Short-Term GPU Capacity for ML with EC2 & SageMaker
Reserve GPU capacity for ML workloads using EC2 Capacity Blocks and SageMaker training plans to ensure smooth, cost-effective model training and deployment...
Topology-Aware Attention Boosts Time-Series Forecasting Accuracy
Discover how topology-aware attention with persistent homology and Euler biases improves time-series forecasting accuracy across diverse datasets.
Structured Diffusion Bridges for Flexible Modality Translation
Discover how structured diffusion bridges enable high-quality modality translation with flexible supervision, reducing reliance on fully paired datasets.