A method to reveal what deep neural networks learn and how it aligns with existing knowledge.
Mert Keser, Gesina Schwalbe, Niki Amini-Naieni
― 6 min read
Computer Science - Computer Vision and Pattern Recognition
RSSText2CAD uses AI to simplify CAD design through text prompts.
Mohammad Sadil Khan, Sankalp Sinha, Talha Uddin Sheikh
― 6 min read
New method improves recognition of text from images, aiding in handwritten and printed formats.
Raphael Baena, Syrine Kalleli, Mathieu Aubry
― 6 min read
A new approach for clearer visualization and understanding of deep learning models.
Athanasios Karagounis
― 4 min read
Evaluating VLMs on spatial tasks using visual and unclear text.
Bowen Zhao, Leo Parker Dirac, Paulina Varshavskaya
― 6 min read
This study benchmarks DG algorithms to tackle domain shift in medical image analysis.
Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu
― 7 min read
A new method reduces false positives in medical imaging segmentations.
Alexander Jaus, Simon Reiß, Jens Kleesiek
― 5 min read
Learn how new methods enhance HDR video from event cameras.
Yunhao Zou, Ying Fu, Tsuyoshi Takatani
― 7 min read
New model creates diverse brain MRI images using physics and machine learning.
Sven Lüpke, Yousef Yeganeh, Ehsan Adeli
― 4 min read
A new framework improves event recognition using event cameras.
Jiazhou Zhou, Kanghao Chen, Lei Zhang
― 6 min read
A new dataset improves how drones find their location without GPS.
Yuxiang Ji, Boyong He, Zhuoyue Tan
― 5 min read
Introducing Hyperbolic Vision Transformers for advanced image classification and analysis.
Jacob Fein-Ashley, Ethan Feng, Minh Pham
― 5 min read
A new method enhances understanding of CNN features and decision-making.
Maren H. Wehrheim, Pamela Osuna-Vargas, Matthias Kaschube
― 8 min read
Researchers develop CHOIR to improve hand-object interaction accuracy.
Théo Morales, Omid Taheri, Gerard Lacey
― 6 min read
Combining hyperspectral imaging and deep learning for improved material classification.
Savvas Sifnaios, George Arvanitakis, Fotios K. Konstantinidis
― 8 min read
IRASNet enhances automatic recognition in SAR images through innovative techniques.
Oh-Tae Jang, Min-Jun Kim, Sung-Ho Kim
― 7 min read
This article presents a new approach to inspecting insulator defects in power grids.
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek
― 8 min read
A study on object detection models' performance on small computing devices.
Daghash K. Alqahtani, Aamir Cheema, Adel N. Toosi
― 8 min read
A fresh approach improves training diverse model groups efficiently without separate OOD data.
Alexander Rubinstein, Luca Scimeca, Damien Teney
― 5 min read
Explore how Spacewalker improves unstructured data annotation and analysis.
Lukas Heine, Fabian Hörst, Jana Fragemann
― 6 min read
A novel approach improves the accuracy of MS lesion segmentation in MRI scans.
Maximilian Rokuss, Yannick Kirchhoff, Saikat Roy
― 5 min read
LATEC offers a robust evaluation of XAI methods for better AI transparency.
Lukas Klein, Carsten T. Lüth, Udo Schlegel
― 7 min read
Discover what makes certain images captivating and appealing across different audiences.
Fitim Abdullahu, Helmut Grabner
― 6 min read
New approaches in HAR improve activity recognition using smartphone data.
Ning Sun, Yufei Wang, Yuwei Zhang
― 5 min read
Introducing CLIPFit, a method for efficient fine-tuning of Vision-Language Models.
Ming Li, Jike Zhong, Chenxin Li
― 6 min read
Skyeyes generates detailed ground views from aerial images for various applications.
Zhiyuan Gao, Wenbin Teng, Gonglin Chen
― 6 min read
Introducing a new method to improve deep learning models by reducing overfitting.
Bum Jun Kim, Sang Woo Kim
― 5 min read
New methods improve low-light image quality using semi-supervised learning.
Guanlin Li, Ke Zhang, Ting Wang
― 7 min read
Discover how DoSSR improves image quality efficiently and effectively.
Qinpeng Cui, Yixuan Liu, Xinyi Zhang
― 4 min read
DeBaRA helps create realistic room layouts using advanced technology.
Léopold Maillard, Nicolas Sereyjol-Garros, Tom Durand
― 4 min read
A3 framework enhances machine learning models for adapting to new data environments.
Chrisantus Eze, Christopher Crick
― 6 min read
New method improves MRI image quality and speed.
Chinmay Rao, Matthias van Osch, Nicola Pezzotti
― 7 min read
A new method enhances texture quality and consistency for 3D models using text prompts.
Jiawei Lu, Yingpeng Zhang, Zengjun Zhao
― 5 min read
YOSS uses audio to improve object identification in images.
Wenhao Yang, Jianguo Wei, Wenhuan Lu
― 4 min read
MultiClimate dataset reveals public stances on climate change through videos.
Jiawen Wang, Longfei Zuo, Siyao Peng
― 6 min read
A new method simplifies autonomous driving systems for real-world applications.
Peidong Li, Dixiao Cui
― 6 min read
FeDETR uses federated learning for improved coronary stenosis evaluation.
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
― 6 min read
An overview of various methods for merging models to enhance machine learning performance.
Derek Tam, Yash Kant, Brian Lester
― 8 min read
Introducing Wavelet-CLIP for improved detection of deepfake images.
Lalith Bharadwaj Baru, Shilhora Akshay Patel, Rohit Boddeda
― 5 min read
SOAR improves action recognition accuracy in drone footage analysis.
Ruiqi Xian, Xiyang Wu, Tianrui Guan
― 5 min read