Latest Articles for Artificial Intelligence

Machine Learning Integrating CCA and Deep Learning

Combining Canonical Correlation Analysis with deep learning enhances data insights.

Zhiwen Chen, Siwen Mo, Haobin Ke

2025-05-31T13:37:10+00:00 ― 7 min read

Computation and Language Evaluating AI Agents in CRM Systems

A new benchmark tests AI agents in realistic CRM tasks.

Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan

2025-05-31T13:19:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Simplifying Object Recognition with Grouped Discrete Representation

A new method enhances how computers recognize objects in images and videos.

Rongzhen Zhao, Vivienne Wang, Juho Kannala

2025-05-31T13:11:06+00:00 ― 6 min read

Image and Video Processing Synthetic Data: A New Path for Echocardiography Training

Innovative techniques in synthetic data generation improve echocardiography training.

David Stojanovski, Mariana da Silva, Pablo Lamata

2025-05-31T12:48:35+00:00 ― 6 min read

Machine Learning Tackling Class Imbalance with CitL

Learn how CitL improves machine learning model accuracy.

John Brandon Graham-Knight, Jamil Fayyad, Nourhan Bayasi

2025-05-31T12:47:24+00:00 ― 5 min read

Computation and Language Understanding Language Models: Insights and Comparisons

A look into how language models mimic human cognitive functions.

Badr AlKhamissi, Greta Tuckute, Antoine Bosselut

2025-05-31T12:39:30+00:00 ― 6 min read

Computation and Language Sweet Sour: A New Method for AI Learning

Intelligent agents improve through a balance of successes and failures.

Philip Lippmann, Matthijs T. J. Spaan, Jie Yang

2025-05-31T11:36:36+00:00 ― 7 min read

Machine Learning Combining Machine Learning Models: Challenges and Strategies

Examining the merging of specialized machine learning models and their collaboration.

Jyothish Pari, Samy Jelassi, Pulkit Agrawal

2025-05-31T11:10:30+00:00 ― 6 min read

Machine Learning Advancing Language Model Steering with SAE-TS

A method to improve steering vector effectiveness in language models.

Sviatoslav Chalnev, Matthew Siu, Arthur Conmy

2025-05-31T10:57:27+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Synthetic Data for Face Recognition Systems

Enhancing realism in synthetic faces for better face recognition performance.

Anjith George, Sebastien Marcel

2025-05-31T10:44:24+00:00 ― 9 min read

Computer Vision and Pattern Recognition Advancements in Object Recognition Technology

New methods enable machines to quickly identify unfamiliar objects with minimal input.

Junyu Hao, Jianheng Liu, Yongjia Zhao

2025-05-31T10:31:21+00:00 ― 6 min read

Robotics Virtual Fixtures: Guiding Robots Safely

Learn how virtual fixtures help robots interact safely with delicate objects.

Cem Bilaloglu, Tobias Löw, Sylvain Calinon

2025-05-31T10:18:18+00:00 ― 6 min read

Machine Learning Understanding Graph Neural Networks Through Probing Classifiers

New methods shed light on GNNs and their properties.

Tom Pelletreau-Duris, Ruud van Bakel, Michael Cochez

2025-05-31T10:05:15+00:00 ― 7 min read

Machine Learning Advancements in Federated Learning for Tumor Segmentation

FedPID enhances tumor segmentation while safeguarding patient data.

Leon Mächler, Gustav Grimberg, Ivan Ezhov

2025-05-31T09:52:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition Depth Estimation: Machines Improving Vision

Learn how machines estimate depth and adapt to different environments.

Yuanqi Yao, Gang Wu, Kui Jiang

2025-05-31T09:39:09+00:00 ― 5 min read

Machine Learning Improving Sparse Autoencoders with Feature Choices

New strategies enhance sparse autoencoders' efficiency and effectiveness in learning features.

Kola Ayonrinde

2025-05-31T08:46:57+00:00 ― 5 min read

Human-Computer Interaction Improving Brain-Computer Interfaces with New Training Methods

A new approach enhances BCI accuracy and safety against attacks.

Xiaoqing Chen, Ziwei Wang, Dongrui Wu

2025-05-31T08:20:51+00:00 ― 5 min read

Software Engineering The Evolving Role of Prompt Engineering with Advanced Models

Assessing prompt engineering's relevance with new reasoning models.

Guoqing Wang, Zeyu Sun, Zhihao Gong

2025-05-31T08:07:48+00:00 ― 7 min read

Computation and Language Improving Language Models for Better Number Handling

New loss functions enhance how language models manage numerical data.

Jonas Zausinger, Lars Pennig, Kacper Chlodny

2025-05-31T07:28:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Video Recognition with Attention Map Flow

A new method speeds up video action recognition with less data.

Tanay Agrawal, Abid Ali, Antitza Dantcheva

2025-05-31T07:15:36+00:00 ― 6 min read

Sound OpenSep: Advancing Audio Separation Technology

OpenSep automates audio separation for clearer sound experiences without manual input.

Tanvir Mahmud, Diana Marculescu

2025-05-31T07:15:34+00:00 ― 6 min read

Computation and Language Improving Language Models with Low-dimensional Projected Attention

A new method enhances language model efficiency while maintaining performance.

Xingtai Lv, Ning Ding, Kaiyan Zhang

2025-05-31T07:02:33+00:00 ― 5 min read

Machine Learning Collaborative Learning Framework: A New Approach

A method for agents to improve estimates through teamwork and feedback.

Getachew K Befekadu

2025-05-31T06:55:04+00:00 ― 5 min read

Computation and Language The Challenge of Shortcut Learning in AI Models

Explore the impact of shortcut learning on language models and their real-world applications.

Rui Song, Yingji Li, Lida Shi

2025-05-31T06:23:24+00:00 ― 4 min read

Machine Learning Local Learning in Neural Networks: New Paths Ahead

Explore local learning methods transforming neural network training.

Satoki Ishikawa, Rio Yokota, Ryo Karakida

2025-05-31T05:57:18+00:00 ― 6 min read

Pathology AI Language Models Outperform Medical Trainees in Pathology

Study shows AI tools excel in answering pathology questions compared to human trainees.

Shunsuke Koga, W. Du, X. Jin

2025-05-31T05:50:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Neural Network Confidence with TAL

TAL enhances deep learning model reliability through typicalness awareness.

Yijun Liu, Jiequan Cui, Zhuotao Tian

2025-05-31T05:44:15+00:00 ― 5 min read

Machine Learning Improving In-Context Learning with N-Gram Induction Heads

A new method reduces data needs in reinforcement learning, improving training stability.

Ilya Zisman, Alexander Nikulin, Andrei Polubarov

2025-05-31T05:05:06+00:00 ― 6 min read

Machine Learning Innovative Methods for Generating Synthetic Data

This paper presents a new approach to creating synthetic data for analysis and modeling.

Mohammad Zbeeb, Mohammad Ghorayeb, Mariam Salman

2025-05-31T04:52:03+00:00 ― 10 min read

Robotics Mapping the Way for Humanoid Robots

Real-time mapping helps robots navigate their environment safely and efficiently.

Teng Bin, Jianming Yao, Tin Lun Lam

2025-05-31T04:25:57+00:00 ― 6 min read

Machine Learning Advancing PDE Solutions with LE-PDE++

A new method speeds up solving complex equations for real-world applications.

Aoming Liang, Zhaoyang Mu, Qi liu

2025-05-31T03:20:42+00:00 ― 5 min read

Robotics Improving Robot Navigation with WildFusion

WildFusion enhances robot mapping and navigation in complex outdoor environments using multiple sensors.

Yanbaihui Liu, Boyuan Chen

2025-05-31T03:15:01+00:00 ― 6 min read

Robotics Building Trust Between Humans and Robots

Learn how robots can better estimate trust in human collaboration.

Resul Dagdanov, Milan Andrejevic, Dikai Liu

2025-05-31T03:07:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Free-Mask: A New Era in Semantic Segmentation

Free-Mask automates image labeling, enhancing the efficiency of semantic segmentation.

Bo Gao, Fangxu Xing, Daniel Tang

2025-05-31T02:28:30+00:00 ― 7 min read

Machine Learning Quasi-Weightless Transformers: A Path to Energy-Efficient AI

QuWeiT transforms AI efficiency by reducing energy use while maintaining performance.

Shashank Nag, Alan T. L. Bacellar, Zachary Susskind

2025-05-31T02:15:27+00:00 ― 7 min read

Machine Learning A New Approach to Evaluating Reinforcement Learning Algorithms

Introducing a reliable method for assessing RL algorithm performance through a gap function.

Caleb Ju, Guanghui Lan

2025-05-31T01:55:44+00:00 ― 5 min read

Sound PALM: A New Approach to Audio Recognition

PALM enhances audio recognition by optimizing prompt representation and efficiency.

Asif Hanif, Maha Tufail Agro, Mohammad Areeb Qazi

2025-05-31T01:54:50+00:00 ― 4 min read

Robotics Teaching Robots to Navigate Crowded Spaces Safely

Robots learn to move among people without causing disruptions.

Thanh Nguyen Canh, Xiem HoangVan, Nak Young Chong

2025-05-31T01:49:21+00:00 ― 7 min read

Robotics The Challenges of Robot Learning

A look into how robots learn and the hurdles they face.

Suvir Mirchandani, Suneel Belkhale, Joey Hejna

2025-05-31T01:36:18+00:00 ― 7 min read

Databases In-Context Databases: A New Approach

A look at in-context databases and their potential with language models.

Yu Pan, Hongfeng Yu, Tianjiao Zhao

2025-05-31T01:10:12+00:00 ― 5 min read