Tag: deep learning
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Scaling Behavior in Normalized Residual Networks Explained
Explore a test-risk mechanism revealing how depth expansion improves scaling in normalized residual networks for better deep learning performance.
POCUS Ultrasound Dataset for Image Quality Boost via cGAN
Enhance point-of-care ultrasound images with a paired dataset and cGAN baseline, improving diagnostic accuracy in low-resource settings.
Resource-Efficient Neural Architecture Search for Cardiac MRI
Discover CardiacNAS, a resource-aware evolutionary NAS framework optimizing cardiac MRI segmentation for accuracy and efficiency within computational limit...
Bangla-WhisperDiar: Enhanced ASR & Speaker Diarization
Discover Bangla-WhisperDiar, a fine-tuned model improving Bangla long-form speech recognition and speaker diarization with advanced training techniques.
Weakly Supervised Concept Learning for Object Reasoning
Discover a novel weakly supervised method enhancing object-centric visual reasoning with minimal labeled data and strong domain generalization.