Improving sample quality in machine learning through innovative methods.
― 5 min read
Computer Science - Computer Vision and Pattern Recognition
RSSA challenge focusing on deep generative models for realistic medical image generation.
― 8 min read
A look at improved techniques for measuring carbon in U.S. forests.
― 6 min read
Using remote sensing to improve forest biomass estimation in China.
― 6 min read
A new approach enhances the ability to describe changes in images accurately.
― 7 min read
A new method improves image generation accuracy from text prompts.
― 7 min read
A new method uses extreme points for effective instance segmentation with minimal annotation.
― 6 min read
This study investigates how small changes can mislead CNNs in critical tasks.
― 4 min read
A new approach to identify harmful speech in code-mixed Hindi-English videos.
― 9 min read
A new method enhances system predictions using data-driven approaches.
― 6 min read
A new method enhances 3D models using video technologies.
― 7 min read
A deep dive into how uncertainty affects neural network predictions.
― 6 min read
A new framework enhances model adaptability to unexpected data in computer vision.
― 7 min read
This study explores new methods for detecting pedestrians in harsh weather.
― 6 min read
DroneVis simplifies computer vision tasks for drones, enhancing usability and functionality.
― 7 min read
A new method generates views from a single video, improving ease of use.
― 5 min read
E-Net enhances normal estimation efficiency and accuracy for 3D models.
― 8 min read
A new method enhances vision-language models' performance with known and unknown classes.
― 6 min read
LayerCAM-AE enhances detection of malicious updates in federated learning while preserving data privacy.
― 5 min read
A new method addresses conflict in multi-view classification for better decision-making.
― 6 min read
A study on the performance of Diffusion models versus GANs for image quality improvement.
― 6 min read
A new method improves data augmentation for laparoscopic surgery images.
― 6 min read
Exploring methods to improve location accuracy in aerial images.
― 5 min read
We propose a method for creating invisible backdoor triggers in diffusion models.
― 6 min read
Understanding AI decision-making is crucial for trust and ethical use.
― 5 min read
A new framework enhances train fault detection using advanced deep learning techniques.
― 6 min read
Diff-Tuning enhances diffusion models for better image generation and adaptation.
― 4 min read
MaxLin improves CNN verification accuracy and efficiency for safer AI applications.
― 6 min read
New model improves classification of skin diseases using advanced techniques.
― 6 min read
UniCompress improves medical image storage and transmission with advanced AI techniques.
― 6 min read
New methods enhance 3D scene creation using text descriptions for better visualization.
― 6 min read
Introducing PART, a method to boost machine learning models' accuracy and robustness.
― 5 min read
Combining visual-language models with reinforcement learning improves task completion efficiency.
― 6 min read
A new framework improves action recognition in unseen movements through enhanced semantic understanding.
― 6 min read
New method improves the creation of lifelike 3D avatars from video footage.
― 5 min read
New methods enhance machine understanding of dynamic interactions in video content.
― 7 min read
A method to quantify uncertainty in medical imaging for improved diagnosis.
― 7 min read
NuNet uses RGB and depth data for better nutrition estimates.
― 6 min read
A new framework improves drone efficiency in locating targets using diverse clues.
― 6 min read
New methods improve head pose estimation for better accuracy in real-world settings.
― 8 min read