Tag: deep learning
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Precision-Allocated Sparse Attention for Smooth Video Generation
Discover PASA, a training-free method boosting video generation speed and quality by reducing flickering with dynamic sparse attention.
VISTA: Boost Deep Learning with Validation-Informed Adaptation
Discover VISTA, a self-distillation method that improves deep learning model generalization by addressing trajectory deviation and optimizing validation ac...
Curvelet Transform Enhances Deepfake Detection Accuracy
Discover how Curvelet-based frequency features improve deepfake detection accuracy and robustness against compression in deep learning models.
AutoSurrogate: LLM-Powered Deep Learning Surrogates for Flow
AutoSurrogate uses LLM-driven multi-agent AI to build deep learning surrogate models for subsurface flow, enabling fast, expert-free simulations.
How Multi-Token Prediction Boosts Transformer Planning
Discover how multi-token prediction enhances Transformer models' reasoning and planning abilities, outperforming traditional next-token methods.