Learn how computers can recognize objects with limited examples.
Kun Yan, Zied Bouraoui, Fangyun Wei
― 6 min read
Cutting edge science explained simply
Learn how computers can recognize objects with limited examples.
Kun Yan, Zied Bouraoui, Fangyun Wei
― 6 min read
Techniques to improve CNN efficiency on resource-limited devices.
Muhammad Sohail Ibrahim, Muhammad Usman, Jeong-A Lee
― 6 min read
GAGS revolutionizes how we interpret 3D scenes from 2D images.
Yuning Peng, Haiping Wang, Yuan Liu
― 6 min read
Researchers enhance AI’s ability to interpret images through better training data.
Austin Stone, Hagen Soltau, Robert Geirhos
― 7 min read
A new framework enhances medical image analysis using labeled and unlabeled data.
Meghana Karri, Amit Soni Arya, Koushik Biswas
― 7 min read
APT improves image and text recognition with limited examples.
Eric Brouwer, Jan Erik van Woerden, Gertjan Burghouts
― 7 min read
ScatSpotter provides a large dataset for improved dog poop detection in images.
Jon Crall
― 5 min read
Learn how clustering algorithms simplify data analysis and reveal hidden patterns.
Guy B. Oldaker, Maria Emelianenko
― 7 min read
Research shows how to trick vehicle detection systems effectively.
Mikael Yeghiazaryan, Sai Abhishek Siddhartha Namburu, Emily Kim
― 6 min read
Learn how uncertainty improves super-resolution in computer vision for clearer images.
Maniraj Sai Adapa, Marco Zullich, Matias Valdenegro-Toro
― 6 min read
A unified framework for efficient computer vision tasks using minimal data.
Bharadwaj Ravichandran, Alexander Lynch, Sarah Brockman
― 7 min read
Models learn old and new objects while remembering past knowledge.
Bowen Dong, Zitong Huang, Guanglei Yang
― 6 min read
Watertox cleverly alters images to baffle AI systems while remaining clear to humans.
Zhenghao Gao, Shengjie Xu, Meixi Chen
― 9 min read
Exploring how recurrent systems can boost image segmentation performance.
David Calhas, João Marques, Arlindo L. Oliveira
― 6 min read
STTrack advances object tracking by combining multiple data sources for better accuracy.
Xiantao Hu, Ying Tai, Xu Zhao
― 7 min read
NeSyCoCo enhances AI's ability to link language and visuals effectively.
Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi
― 7 min read
CICLD model enhances semantic segmentation, bridging the gap between synthetic and real-world imagery.
Jongmin Yu, Zhongtian Sun, Shan Luo
― 9 min read
A fresh approach to enhance image datasets using human input.
Changjian Chen, Fei Lv, Yalong Guan
― 6 min read
Revolutionary system accurately tracks animals in real-time across different environments.
Vincent Coulombe, David-Alexandre Roussel, Mohamad Sadegh Monfared
― 6 min read
Research shows depthwise convolutional networks maintain general filters across tasks.
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus
― 6 min read
New methods enhance object recognition in varying weather using synthetic data.
Javier Montalvo, Roberto Alcover-Couso, Pablo Carballeira
― 6 min read
Discover how technology helps researchers track birds in aviaries.
Keon Moradi, Ethan Haque, Jasmeen Kaur
― 7 min read
A new method enhances image recognition performance with smart token management.
Seungdong Yoa, Seungjun Lee, Hyeseung Cho
― 7 min read
Learn how to enhance image classifiers' reliability against distortions.
Dang Nguyen, Sunil Gupta, Kien Do
― 7 min read
A new method that speeds up deep learning training without major changes.
Evgeny Hershkovitch Neiterman, Gil Ben-Artzi
― 6 min read
Discover how a single photo can create a detailed 3D face model.
Weijie Lyu, Yi Zhou, Ming-Hsuan Yang
― 7 min read
A new system tracks objects using multiple views and descriptions.
Sijia Chen, En Yu, Wenbing Tao
― 7 min read
A breakthrough method links language with 3D scene recognition for smarter machines.
Hao Li, Roy Qin, Zhengyu Zou
― 6 min read
A two-stage approach tackles shadow removal in images, enhancing object recognition.
Jiamin Xu, Yuxin Zheng, Zelong Li
― 6 min read
CoSurfGS offers a new approach to 3D reconstruction using teamwork across devices.
Yuanyuan Gao, Yalun Dai, Hao Li
― 7 min read
A new method improves realism in 3D indoor scenes.
Zixi Liang, Guowei Xu, Haifeng Wu
― 6 min read
Learn how uncertainty influences object detection and model development.
M. Tahasanul Ibrahim, Rifshu Hussain Shaik, Andreas Schwung
― 7 min read
Learn how 3D models enhance object orientation estimation for tech applications.
Zehan Wang, Ziang Zhang, Tianyu Pang
― 7 min read
Researchers call for a shift to multi-label evaluations in computer vision.
Esla Timothy Anzaku, Seyed Amir Mousavi, Arnout Van Messem
― 6 min read
Uncover how vision language models improve understanding of images and text.
Tenghui Li, Guoxu Zhou, Xuyang Zhao
― 8 min read
Discover how CDCTW improves data alignment for various fields.
Afek Steinberg, Ran Eisenberg, Ofir Lindenbaum
― 5 min read
A new method tackles class imbalance in multi-label continual learning.
Yan Zhang, Guoqiang Wu, Bingzheng Wang
― 7 min read
ArSyD breaks down images for better machine understanding and manipulation.
Alexandr Korchemnyi, Alexey K. Kovalev, Aleksandr I. Panov
― 7 min read
A new method improves how we cluster and analyze images.
W. He, Z. Huang, X. Meng
― 5 min read
Discover how attention mechanisms enhance deep learning across various applications.
Tianyu Ruan, Shihua Zhang
― 5 min read