This paper discusses the costs and improvements for low-precision neural networks.
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Computer Science - Computer Vision and Pattern Recognition
RSSAI innovations enhance rib fracture detection and diagnosis for better patient care.
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Generalized Diffusion Adaptation improves model performance with out-of-distribution samples.
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Enhancing the detection of large objects in autonomous vehicle environments.
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Introducing Convolutional Prompting to improve machine adaptation without forgetting.
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New neural network method enhances 3D ultrasound imaging of blood vessels.
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A deep learning approach to accurately estimate tree height using radar data.
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SPHINX-V enhances AI's ability to interpret images through user interaction.
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New methods improve understanding of deep learning in mammography.
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New methods enhance video action detection against various corruptions.
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A new method enhances how models depict object relationships in generated images.
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A new dataset enhances tracking methods using RGB and thermal images.
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Talk3D technology enhances lifelike talking head video creation with audio synchronization.
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HITL combines human expertise and machine learning to improve breast cancer treatment.
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A new approach to reduce forgetting in machines using human learning principles.
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NeSLAM improves 3D mapping and camera tracking for various applications.
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A new framework improves understanding and performance of grid-based models.
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A new approach to assess confidence in image location matching.
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New methods accelerate training for masked image modeling without losing performance.
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We introduce a quick method for CIFAR-10 training, enhancing accuracy and speed.
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A new method improves 3D environment mapping using point cloud mosaicking.
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A new method for robots to learn continuously from limited data.
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SVGCraft generates vector graphics from text descriptions with high quality and speed.
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NYCTALE improves lung nodule assessment through advanced analysis of CT scans.
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A new method improves image-text alignment by reducing single tag bias.
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A new method enhances depth maps by focusing on edge clarity.
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A new method enhances avatar speech through natural movements and expressions.
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AttriMIL enhances tumor detection in whole-slide images through advanced scoring and constraints.
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Introducing an efficient approach to shape matching with functional maps.
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A new method enhances hyperspectral image labeling for better food quality assessment.
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A new method enhances deep learning models for imbalanced datasets.
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Introducing HSIMamba, a method for improved hyperspectral image classification with efficiency.
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A new method enhances tissue image analysis for better diagnosis.
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DPA-Net creates structured 3D models from minimal images, streamlining design processes.
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New methods for detecting unusual activities in videos while ensuring privacy.
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A new method to enhance trajectory prediction across varying observation lengths.
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UniV2X enhances autonomous driving through vehicle-infrastructure collaboration.
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A method to enhance 3D object detection using LiDAR data.
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A method improving MRI image quality using less data.
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A new way to animate portraits with changing expressions and angles.
― 7 min read