TAL enhances deep learning model reliability through typicalness awareness.
Yijun Liu, Jiequan Cui, Zhuotao Tian
― 5 min read
Computer Science - Computer Vision and Pattern Recognition
RSSNew approach helps accurately track individual leopards using their unique spot patterns.
David Colomer Matachana
― 5 min read
Context helps machines recognize objects more effectively.
Sharat Agarwal
― 5 min read
Real-time mapping helps robots navigate their environment safely and efficiently.
Teng Bin, Jianming Yao, Tin Lun Lam
― 6 min read
Learn how new methods enhance clarity in blurry images.
Zachary H. Hendrix, Peter T. Brown, Tim Flanagan
― 7 min read
Free-Mask automates image labeling, enhancing the efficiency of semantic segmentation.
Bo Gao, Fangxu Xing, Daniel Tang
― 7 min read
A look at how machines learn to recognize objects without labels.
Dongwon Kim, Seoyeon Kim, Suha Kwak
― 8 min read
Discover new methods to simplify complex data analysis using tensor decomposition.
Katherine Keegan, Elizabeth Newman
― 6 min read
A new method improves image compression speed and quality.
Jun-Hyuk Kim, Seungeon Kim, Won-Hee Lee
― 5 min read
Teaching robots to ask questions improves their navigation skills.
Savitha Sam Abraham, Sourav Garg, Feras Dayoub
― 8 min read
Learn how MLLMs enhance our ability to understand satellite imagery.
Xintian Sun, Benji Peng, Charles Zhang
― 8 min read
SEE-DPO improves image generation by aligning models with human preferences.
Shivanshu Shekhar, Shreyas Singh, Tong Zhang
― 6 min read
A new method blends visible and thermal images for better depth estimation.
Zihan Qin, Jialei Xu, Wenbo Zhao
― 6 min read
A new method promises better image synthesis from limited input.
Rui Peng, Wangze Xu, Luyang Tang
― 6 min read
Learn how hyperspectral unmixing helps farmers assess crop health and soil conditions.
Vytautas Paura, Virginijus Marcinkevičius
― 5 min read
Hybrid Attention improves pedestrian detection using both RGB and thermal cameras.
Arunkumar Rathinam, Leo Pauly, Abd El Rahman Shabayek
― 6 min read
Researchers are enhancing computer understanding of American Sign Language.
Lee Kezar, Nidhi Munikote, Zian Zeng
― 5 min read
Scientists estimate body movements using video data from head-mounted cameras.
Seunggeun Chi, Pin-Hao Huang, Enna Sachdeva
― 6 min read
A model enhances the identification of abnormalities in brain MRI scans.
Vivek Kumar Trivedi, Bheeshm Sharma, P. Balamurugan
― 5 min read
Scientists improve rain forecasts using innovative radar techniques and multi-source data.
Aurélien Colin, Romain Husson
― 8 min read
HistoROI enhances tissue classification in medical diagnostics using whole slide images.
Abhijeet Patil, Harsh Diwakar, Jay Sawant
― 5 min read
New self-supervised networks enhance understanding of human shapes and movements.
Emmanuel Hartman, Nicolas Charon, Martin Bauer
― 6 min read
A new method to identify Trojan backdoors in neural networks.
Todd Huster, Peter Lin, Razvan Stefanescu
― 7 min read
SuperClass simplifies image and text recognition for easier research access.
Zilong Huang, Qinghao Ye, Bingyi Kang
― 7 min read
Exploring parameter-efficient fine-tuning for depth estimation accuracy and uncertainty.
Richard D. Paul, Alessio Quercia, Vincent Fortuin
― 4 min read
Topograph offers a fast method for image segmentation while keeping shapes and connections intact.
Laurin Lux, Alexander H. Berger, Alexander Weers
― 4 min read
Tri-Cam simplifies gaze tracking with low-cost webcams and innovative methods.
Sikai Yang, Wan Du
― 5 min read
DSceneKG offers a rich resource for training AI in real-world driving situations.
Ruwan Wickramarachchi, Cory Henson, Amit Sheth
― 7 min read
GNNs are reshaping how we analyze and understand Earth data.
Shan Zhao, Zhaiyu Chen, Zhitong Xiong
― 7 min read
Explore how diffusion models transform noise into stunning images.
Tariq Berrada Ifriqi, Pietro Astolfi, Melissa Hall
― 7 min read
Revolutionizing the way we create realistic 3D avatars in real time.
Arnab Dey, Cheng-You Lu, Andrew I. Comport
― 7 min read
A smart approach trains robots to identify objects safely and accurately.
Irum Mehboob, Li Sun, Alireza Astegarpanah
― 6 min read
Learn how merging models can boost performance and save space.
Luca Zhou, Daniele Solombrino, Donato Crisostomi
― 5 min read
Strategies to safeguard images from unauthorized reconstruction.
Tao Huang, Jiayang Meng, Hong Chen
― 5 min read
Exploring a fresh approach to improve semantic segmentation using compression principles.
Qishuai Wen, Chun-Guang Li
― 6 min read
Learn how Federated Learning enhances privacy in machine learning while facing new threats.
Isaac Baglin, Xiatian Zhu, Simon Hadfield
― 10 min read
PV-faultNet offers a smart solution for identifying solar panel defects efficiently.
Eiffat E Zaman, Rahima Khanam
― 8 min read
Using satellite imagery to improve understanding of poverty through detailed land use mapping.
Mohammad Kakooei, James Bailie, Albin Söderberg
― 7 min read
Learn how robots can recognize animals they've never seen before.
Pengkun Jiao, Na Zhao, Jingjing Chen
― 5 min read
Exploring membership inference attacks to protect data privacy in advanced models.
Zhan Li, Yongtao Wu, Yihang Chen
― 6 min read