Strategies for enhancing adversarial training in machine learning with imbalanced datasets.
― 6 min read
Computer Science - Computer Vision and Pattern Recognition
RSSA look at how deep learning models work in understanding brain activity.
― 5 min read
New technology improves heart shape reconstruction for better diagnoses and treatments.
― 5 min read
Examining methods for identifying changes in document images across various fields.
― 6 min read
A new method improves the quality of image inpainting by combining frequency and spatial information.
― 5 min read
Examining the difficulties in ROP diagnosis through automated systems.
― 6 min read
This study discusses a method for better diagnosing gastrointestinal diseases using machine learning.
― 5 min read
A method for creating artistic line drawings from photographs with user control.
― 6 min read
New framework reduces need for labeled data in AI image tasks.
― 6 min read
This research focuses on efficient action recognition using only video frames.
― 8 min read
Using computer vision to enhance defect classification in additive manufacturing.
― 5 min read
New dataset enhances video-text tasks for Indonesian speakers.
― 7 min read
Introducing a method to enhance reliability in image retrieval for critical applications.
― 6 min read
New method combines multispectral and hyperspectral imaging for better image quality.
― 5 min read
New strategies enhance accuracy in medical image segmentation for better diagnoses.
― 5 min read
New framework improves AI's ability to analyze medical images and texts.
― 5 min read
FreeCOS improves segmentation of complex shapes using self-supervised techniques and synthetic data.
― 4 min read
Study reveals major concerns in replicating results from medical image segmentation competitions.
― 7 min read
A new approach enhances detection of unusual events in video footage.
― 6 min read
New methods enhance training against adversarial attacks by focusing on example vulnerabilities.
― 5 min read
A look at how cars learn from video data without labeled inputs.
― 5 min read
A framework to enhance vehicle perception by bridging data gaps.
― 5 min read
RayMVSNet and its upgrade enhance 3D modeling accuracy from 2D images.
― 5 min read
Examining the strengths and weaknesses of split learning in data privacy.
― 5 min read
New methods enhance text separation in OCR for overlapping handwritten and printed text.
― 10 min read
This article discusses a method to enhance video captioning by incorporating audio.
― 5 min read
A framework for classifying soccer actions efficiently using video analysis.
― 6 min read
Introducing a new method for smooth human pose animation in videos.
― 6 min read
A new approach for efficient example-based learning in large models.
― 6 min read
A new method enhances the labeling process in medical imaging.
― 5 min read
ReSample uses latent diffusion models for improved image reconstruction in various applications.
― 7 min read
SelSync balances fast training and model accuracy in distributed deep learning.
― 7 min read
A new approach to ensure realistic interactions between 3D objects without overlap.
― 6 min read
Ada3D improves 3D object detection efficiency for autonomous vehicles.
― 5 min read
New techniques improve breast cancer image analysis and diagnosis accuracy.
― 5 min read
New method improves adversarial patches, blending effectiveness with natural appearance.
― 7 min read
A new method helps comic creators adjust artwork for various digital platforms.
― 5 min read
This study enhances cow weight tracking using advanced video analysis and processing methods.
― 6 min read
SEED connects images and text, improving how machines process visual and written information.
― 5 min read
A new model improves lesion detection and age estimation in stroke patients.
― 5 min read