Research examines how humans compare images using deep learning models.
Nhut Truong, Dario Pesenti, Uri Hasson
― 6 min read
Cutting edge science explained simply
Research examines how humans compare images using deep learning models.
Nhut Truong, Dario Pesenti, Uri Hasson
― 6 min read
A new method enhances language understanding in Transformer models using non-linear geometries.
Anna-Maria Halacheva, Mojtaba Nayyeri, Steffen Staab
― 6 min read
A new method improves neural networks by focusing on the Jacobian for structured outputs.
Jonathan Lorraine, Safwan Hossain
― 5 min read
This article discusses the benefits of simplifying transformer models for speech tasks.
Teresa Dorszewski, Albert Kjøller Jacobsen, Lenka Tětková
― 4 min read
A new graph-based method enhances skeletonization for anatomical shape analysis.
Nicolás Gaggion, Enzo Ferrante, Beatriz Paniagua
― 6 min read
A framework to make neural networks' hidden insights clearer and more understandable.
Zakaria Patel, Sebastian J. Wetzel
― 5 min read
New methods improve efficiency in high-dimensional kernel approximations using Fourier features.
Ayoub Belhadji, Qianyu Julie Zhu, Youssef Marzouk
― 5 min read
This research enhances how models answer questions using tables.
Ruya Jiang, Chun Wang, Weihong Deng
― 6 min read
This study focuses on improving walking robot stability through learning-based approaches.
Xingpeng Xia, Jason J. Choi, Ayush Agrawal
― 6 min read
A new method improves video classification by optimizing frame selection.
Junho Lee, Jeongwoo Shin, Seung Woo Ko
― 8 min read
This article discusses new methods for efficient data analysis using Bayesian techniques.
Daniel Habermann, Marvin Schmitt, Lars Kühmichel
― 5 min read
Introducing FedFT, a method to improve communication in Federated Learning.
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon
― 6 min read
This study explores how synthetic data can tackle class and group imbalances.
Emmanouil Panagiotou, Arjun Roy, Eirini Ntoutsi
― 7 min read
Participants showcased innovative data mappings using topological structures at a machine learning conference.
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna
― 5 min read
Exposing the manipulation risks of influence functions in machine learning.
Chhavi Yadav, Ruihan Wu, Kamalika Chaudhuri
― 5 min read
A structured method for accurately labeling images and data using the sigma flow model.
Jonas Cassel, Bastian Boll, Stefania Petra
― 5 min read
A new interactive framework improves data labeling efficiency using expert feedback.
Giannis Karamanolakis, Daniel Hsu, Luis Gravano
― 9 min read
A study highlights reasoning challenges in modern language models amidst misleading information.
Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler
― 6 min read
A look into improved methods for analyzing functional data.
Fabrizio Maturo, Annamaria Porreca
― 6 min read
Two innovative methods enhance Chinese spelling correction performance and accuracy.
Lei Sheng, Shuai-Shuai Xu
― 5 min read
Integrating artificial intelligence into O-RAN's SMO enhances network management and performance.
Mohammad Asif Habibi, Bin Han, Merve Saimler
― 7 min read
Introducing PIP, a tool to detect adversarial attacks in LVLMs.
Yudong Zhang, Ruobing Xie, Jiansheng Chen
― 5 min read
A look into leveraging distributed learning while ensuring data privacy.
Shao-Bo Lin
― 5 min read
A new method enhances point cloud alignment accuracy in challenging scenarios.
Yaojie Zhang, Weijun Wang, Tianlun Huang
― 5 min read
This article introduces an innovative approach for detecting templates in security event logs.
Risto Vaarandi, Hayretdin Bahsi
― 7 min read
A new spectral algorithm aims to improve community recovery in labeled networks.
Julia Gaudio, Heming Liu
― 6 min read
Scientists use neural networks for a deeper look into galaxy data.
Jun-Young Lee, Ji-hoon Kim, Minyong Jung
― 7 min read
New methods improve personalization in online recommendations through user behavior tracking.
Linsey Pang, Amir Hossein Raffiee, Wei Liu
― 5 min read
A new method improves object identification in images through tailored visual and text integration.
Ruilin Yao, Shengwu Xiong, Yichen Zhao
― 5 min read
A web app simplifying federated learning for enhanced data privacy and user accessibility.
Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
― 5 min read
A new method improves accuracy in model extraction from quantum neural networks.
Zhenxiao fu, Fan Chen
― 5 min read
Combining radar and camera data enhances self-driving technology performance.
Zhiwei Lin, Zhe Liu, Yongtao Wang
― 7 min read
This article discusses fair allocation of items using machine learning techniques.
Arun Verma, Indrajit Saha, Makoto Yokoo
― 7 min read
New models improve math problem-solving by incorporating visual context alongside text.
Zhen Yang, Jinhao Chen, Zhengxiao Du
― 5 min read
New methods enhance accuracy and consistency in language models.
Diego Calanzone, Stefano Teso, Antonio Vergari
― 5 min read
A new method enhances the search for distant quasars using machine learning techniques.
Guangping Ye, Huanian Zhang, Qingwen Wu
― 7 min read
A fresh method tackles diversity and quality in generated images.
Rohit Jena, Ali Taghibakhshi, Sahil Jain
― 5 min read
A new method improves road detection using diverse data sources.
Tao Ni, Xin Zhan, Tao Luo
― 6 min read
Examining the limits of language models in handling subjective tasks.
Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman
― 6 min read
New method improves point cloud quality with weighted loss functions.
Fangzhou Lin, Haotian Liu, Haoying Zhou
― 6 min read