New loss functions improve image classification in neural networks.
― 5 min read
Computer Science - Computer Vision and Pattern Recognition
RSSA new approach improves image understanding by analyzing semantic and syntactic structures.
― 6 min read
New methods in object detection enhance flexibility and efficiency in various applications.
― 5 min read
A guide to format and submit your conference paper successfully.
― 3 min read
A self-supervised learning approach enhances nerve fiber analysis in brain imaging.
― 6 min read
OmniSCV tool creates high-quality omnidirectional images for better algorithm training.
― 6 min read
New method improves indoor layout recovery using non-central panoramic images.
― 6 min read
Innovative camera systems enhance mobility and safety for visually impaired individuals.
― 7 min read
This study assesses the safety of DNNs in handling unfamiliar driving data.
― 10 min read
Improving model accuracy for rare categories in long-tailed datasets.
― 8 min read
A deep learning approach for analyzing wood fibers and vessels efficiently.
― 7 min read
A new approach tackles domain adaptation and forgetting in machine learning.
― 6 min read
FineBio offers a dataset for tracking actions in biological experiments through video.
― 6 min read
A method to improve facial expression recognition by focusing on facial movements.
― 6 min read
A new approach aims to classify Alzheimer's disease using multiple data types.
― 7 min read
A model that connects touch with vision and sound for enhanced interactions.
― 5 min read
New method helps vehicles predict 3D scenes for better decision-making.
― 7 min read
A new method allows users to easily edit and replace objects in 3D scenes.
― 7 min read
Video inpainting is crucial for improving video quality and restoring old footage.
― 7 min read
A new method improves how models perceive depth and spatial relationships in images.
― 6 min read
New method improves text recognition in images through instruction-guided learning.
― 7 min read
M-RAAP optimizes video and text data pairing for improved search results.
― 5 min read
Researchers develop a framework for better video and text understanding.
― 5 min read
A new method enhances audio-visual segmentation without detailed labels.
― 5 min read
New method streamlines tracking of insect behaviors using affordable technology.
― 7 min read
This article examines the impact of dataset characteristics on machine learning model accuracy.
― 6 min read
Research on improving continual learning models through task and class order sensitivity.
― 7 min read
Discover the energy-efficient world of Spiking Neural Networks and their unique learning methods.
― 6 min read
DeepAAT improves aerial mapping speed and accuracy using deep learning techniques.
― 6 min read
Foundation models are transforming the future of autonomous driving technology.
― 6 min read
Examining racial and gender stereotypes in text-to-image models.
― 7 min read
A new method simplifies creating 3D models from text prompts.
― 5 min read
New techniques improve speed and effectiveness of morphing attacks on face recognition systems.
― 7 min read
This article explores how two sensor types improve obstacle detection in self-driving cars.
― 7 min read
CapHuman generates realistic portraits from a single image, showing diverse versions of individuals.
― 6 min read
New framework helps generative models forget sensitive data while maintaining performance.
― 8 min read
ChaosBench aims to enhance long-term climate forecasting through diverse data and innovative approaches.
― 6 min read
A new method uses ultrasound to recognize actions while protecting privacy.
― 5 min read
Local Dimensionality Regularization offers solutions for enhancing SSL representation quality.
― 6 min read
Boximator simplifies video motion control with intuitive box constraints for users.
― 5 min read