Learn how XLDA efficiently processes large data sets and adapts to new classes.
― 5 min read
Computer Science - Computer Vision and Pattern Recognition
RSSA new method improves video colorization using real-time tuning techniques.
― 5 min read
Research shows promise in using synthetic images for effective polyp segmentation.
― 5 min read
Cold Diffusion offers faster MRI processes while maintaining high image quality.
― 4 min read
New techniques aim to improve image quality and reduce generation time.
― 6 min read
A new image editing model uses language instructions for intuitive edits.
― 7 min read
This project enhances prediction accuracy for self-driving car behavior using combined data.
― 6 min read
HRFNet improves the detection of manipulated satellite images through advanced feature integration.
― 5 min read
PE-YOLO improves object detection accuracy in poor lighting conditions.
― 4 min read
A new approach combines language and self-supervised learning to enhance video analysis.
― 6 min read
WeakPolyp simplifies polyp detection using bounding boxes for quicker and accurate results.
― 4 min read
A new framework enhances clarity in scientific figure captions using expert input.
― 6 min read
A new method reduces tokens in Vision Transformers, enhancing efficiency and accuracy.
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A method that improves machine learning for medical imaging with less data.
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A new approach enhances depth estimation with diverse training data.
― 5 min read
TwinLiteNet offers a lightweight solution for accurate driving area and lane detection.
― 5 min read
A new approach to detect keypoints in retinal images using limited datasets.
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LLNeRF enhances image quality for better 3D representations in low light.
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RetouchingFFHQ dataset enhances face retouching detection methods.
― 6 min read
PathOmics integrates pathology and genomics data to improve survival predictions for colon cancer.
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A new method uses language to enhance robots' pose estimation in crowded areas.
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Combining survey data and satellite images enhances accuracy in measuring poverty rates.
― 5 min read
Deep learning faces serious risks from adversarial attacks that mislead systems.
― 5 min read
An overview of pruning and quantization methods applied to YOLOv5.
― 10 min read
RefineBox enhances localization accuracy in DETR-like object detection models.
― 5 min read
A new method improves data augmentation for histopathological image classification.
― 7 min read
This new approach improves how brain connections are analyzed using diffusion MRI.
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A new method enhances white blood cell analysis in medical imaging.
― 5 min read
A look at how conformal prediction performs under challenging conditions.
― 6 min read
A new method enables drones to track each other using cameras and IMUs.
― 5 min read
Assessing risks in obstacle detection systems for low-speed autonomous trains.
― 7 min read
This research shows how GPT-4 can improve image classification accuracy using visual descriptions.
― 6 min read
FEDD framework improves accuracy in skin disease diagnosis using AI.
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A new approach improves accuracy in identifying wind turbine blades through advanced image processing.
― 5 min read
New dataset enhances reasoning in visual grounding tasks.
― 8 min read
YOLOPose uses Transformers for precise 6D object pose estimation.
― 5 min read
A new method estimates Betti numbers from large four-dimensional images using CNNs.
― 7 min read
Bridger enhances image segmentation by integrating language descriptions effectively.
― 5 min read
GSMorph simplifies image registration, enhancing speed and accuracy in healthcare.
― 5 min read
A new method allows easy changes to 3D facial expressions using text descriptions.
― 6 min read