A comprehensive dataset merging images and text to aid machine learning.
― 6 min read
Computer Science - Computer Vision and Pattern Recognition
RSSA new benchmark aims to assess MLLMs in video understanding across multiple topics.
― 6 min read
A new model generates unique font effects for multiple languages.
― 5 min read
A new dataset enhances image quality evaluation in microscopy.
― 7 min read
ConSoR enhances the understanding of social connections through visual context analysis.
― 7 min read
A new approach enhances the robustness of Vision Transformers against adversarial attacks.
― 5 min read
A new model enhances depth estimation accuracy using self-supervised learning techniques.
― 6 min read
hGCA automates realistic 3D scene creation using sparse LiDAR data.
― 6 min read
New methods improve image datasets while ensuring privacy and performance.
― 5 min read
Research focuses on improving efficiency in document understanding models.
― 7 min read
A new benchmark tests compositional reasoning in advanced models.
― 7 min read
CFG++ enhances image generation and editing, offering better alignment with text prompts.
― 6 min read
ABTrack enhances visual tracking speed and efficiency across various devices.
― 5 min read
A benchmark created to improve comprehension of long video content.
― 7 min read
Utilizing satellite imagery and deep learning to improve slum mapping and living conditions.
― 6 min read
A new dataset improves the creation of foley audio for multimedia content.
― 6 min read
New method enhances band selection for hyperspectral imaging without retraining.
― 5 min read
A new method improves machine learning models' accuracy on unseen data.
― 6 min read
A comprehensive dataset for Arabic handwritten text recognition and research.
― 6 min read
ImageNet3D enhances machine understanding of 3D objects in images.
― 6 min read
A new neural network improves color recognition for better image classification.
― 5 min read
New dataset enhances robots' grasping skills using natural language commands.
― 5 min read
SeMOPO improves learning from low-quality data by separating useful information from noise.
― 4 min read
Exploring privacy threats in image processing using diffusion models and leaked gradients.
― 7 min read
A new model enhances video comprehension by merging image and video encoders.
― 7 min read
A new perspective on improving image creation through score distillation sampling.
― 7 min read
A shift from patches to pixels in computer vision is changing image analysis.
― 6 min read
Customizing generative models to reflect unique identities through weight space.
― 7 min read
This study presents a new method for identifying key training images in AI-generated visuals.
― 7 min read
This article examines how Visual State Space Models handle visual challenges.
― 6 min read
A new framework enhances reasoning in language models through visual sketches.
― 3 min read
MMScan enhances AI’s ability to comprehend complex 3D environments with extensive annotations.
― 7 min read
A new method helps AI engage in personal conversations about specific subjects.
― 5 min read
Researchers aim to improve machine understanding of daily activities through video analysis.
― 6 min read
SimGen improves self-driving car training with realistic synthetic data.
― 7 min read
Exploring the role of VLGFMs in geospatial data analysis.
― 5 min read
A new method rapidly creates detailed 3D head models from 2D images.
― 7 min read
New method improves depth estimation accuracy using single images.
― 6 min read
A new framework improves video comprehension and evaluation methods.
― 5 min read
A new method improves model adaptability across domains using prompt learning and gradient alignment.
― 6 min read