Methods to improve confidence in AI predictions for medical images.
Harry Anthony, Konstantinos Kamnitsas
― 6 min read
Computer Science - Computer Vision and Pattern Recognition
RSSThis paper explores mechanisms behind neuron activations and their impact on model performance.
Nicholas Pochinkov, Ben Pasero, Skylar Shibayama
― 6 min read
Enhancing perception models for self-driving cars using innovative image training methods.
Ahmed Hammam, Bharathwaj Krishnaswami Sreedhar, Nura Kawa
― 7 min read
DCUDF2 improves accuracy in extracting shapes from unsigned distance fields.
Xuhui Chen, Fugang Yu, Fei Hou
― 6 min read
A new method for learning concepts from single examples using Gaussian Mixture Models.
Chelsea Zou, Kenneth J. Kurtz
― 5 min read
A new method improves eye feature estimation without extensive manual labeling.
Zhuang Jia, Jiangfan Deng, Liying Chi
― 6 min read
How generative AI enhances safety and compliance in self-driving vehicles.
Mert Keser, Youssef Shoeb, Alois Knoll
― 5 min read
A new method to tackle class imbalance using Whitening-Net improves image classification performance.
Zhiwei Zhang
― 7 min read
A new method enhances object detection performance by addressing classification and localization challenges.
Yanquan Huang, Liu Wei Zhen, Yun Hao
― 5 min read
A new dataset aims to improve human motion tracking in virtual environments.
Zhen Fan, Peng Dai, Zhuo Su
― 6 min read
A new method improves shadow detection without extensive data labeling.
Nikolina Kubiak, Elliot Wortman, Armin Mustafa
― 5 min read
TIM offers new methods for generating realistic human interactions in motion.
Yabiao Wang, Shuo Wang, Jiangning Zhang
― 5 min read
New method enhances Diffusion Transformers for smaller devices.
Juncan Deng, Shuaiting Li, Zeyu Wang
― 4 min read
A new method improves tracking performance by addressing detection uncertainty.
Edgardo Solano-Carrillo, Felix Sattler, Antje Alex
― 6 min read
New methods improve image quality and efficiency in generative models.
Avideep Mukherjee, Soumya Banerjee, Piyush Rai
― 6 min read
A new technique improves training for image processing models, addressing common issues.
Zizheng Huang, Haoxing Chen, Jiaqi Li
― 5 min read
Innovative techniques improve the detection of deepfake videos amidst evolving technology.
Zhiyuan Yan, Yandan Zhao, Shen Chen
― 4 min read
Exploring blendfake data's effectiveness in deepfake detection methods.
Jikang Cheng, Zhiyuan Yan, Ying Zhang
― 8 min read
A study presents an automated approach to improve ECG electrode placement using MRI data.
Lei Li, Hannah Smith, Yilin Lyu
― 6 min read
A new network improves the accuracy of detecting surface defects in manufacturing.
Biyuan Liu, Huaixin Chen, Huiyao Zhan
― 7 min read
Introducing McCaD: A new approach to high-quality MRI image synthesis.
Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang
― 7 min read
FADE detects flaws in images with limited normal samples using vision-language models.
Yuanwei Li, Elizaveta Ivanova, Martins Bruveris
― 5 min read
AGA improves AI training with diverse backgrounds while keeping subjects intact.
Fazle Rahat, M Shifat Hossain, Md Rubel Ahmed
― 6 min read
EraseDraw allows natural object insertion into images using smart techniques.
Alper Canberk, Maksym Bondarenko, Ege Ozguroglu
― 6 min read
Research explores earth mounds' significance and impact on ecosystems.
Baki Uzun, Shivam Pande, Gwendal Cachin-Bernard
― 7 min read
A study on plant detection using innovative image analysis techniques.
Shivam Pande, Baki Uzun, Florent Guiotte
― 6 min read
RevCD enhances zero-shot learning by linking visual and semantic information for unseen categories.
William Heyden, Habib Ullah, M. Salman Siddiqui
― 6 min read
New methods improve image generation efficiency on limited devices.
Vage Egiazarian, Denis Kuznedelev, Anton Voronov
― 4 min read
TrackSSM enhances tracking accuracy for dynamic objects in various environments.
Bin Hu, Run Luo, Zelin Liu
― 5 min read
Attention models improve SAR target recognition accuracy and robustness.
Jacob Fein-Ashley, Rajgopal Kannan, Viktor Prasanna
― 6 min read
A hybrid model effectively removes rain streaks from images using advanced techniques.
Shangquan Sun, Wenqi Ren, Juxiang Zhou
― 5 min read
Utilizing hyperspectral imaging for efficient detection of crop diseases.
Yu-Fan Lin, Ching-Heng Cheng, Bo-Cheng Qiu
― 5 min read
A new method improves large-scale 3D modeling from aerial images.
YuanZheng Wu, Jin Liu, Shunping Ji
― 7 min read
Combining SAM and MLLMs for better object localization in images.
Yi-Chia Chen, Wei-Hua Li, Cheng Sun
― 8 min read
MedSAM-U improves segmentation accuracy through uncertainty-guided prompt adaptation.
Nan Zhou, Ke Zou, Kai Ren
― 4 min read
A novel approach improves gaze estimation accuracy using multiple datasets.
Liang Wu, Bertram E. Shi
― 6 min read
A new model identifies connections in electrical engineering drawings more effectively.
Chao Gu, Ke Lin, Yiyang Luo
― 5 min read
Learn how Digital Twins improve 3D printing processes and efficiency.
Md Manjurul Ahsan, Yingtao Liu, Shivakumar Raman
― 7 min read
A new approach enhances skin condition diagnosis across diverse skin tones.
Sajib Acharjee Dip, Kazi Hasan Ibn Arif, Uddip Acharjee Shuvo
― 6 min read
Discover how deep learning helps robots organize everyday items on tables.
Sanjuksha Nirgude, Kevin DuCharme, Namrita Madhusoodanan
― 6 min read