Latest Articles for Artificial Intelligence

Computer Vision and Pattern Recognition Unlocking the Secrets of Knowledge Distillation

Learn how small models gain strength from their larger mentors.

Gereziher Adhane, Mohammad Mahdi Dehshibi, Dennis Vetter

2025-02-18T11:59:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition AdvIRL: Tricks to Strengthen 3D AI Models

A new tool helps train AI models to resist clever attacks in 3D.

Tommy Nguyen, Mehmet Ergezer, Christian Green

2025-02-18T08:55:30+00:00 ― 7 min read

Robotics Robots on a Mission: The Energy Challenge in SLAM

Discover how robots balance energy use while mapping their environments.

Zidong Han, Ruibo Jin, Xiaoyang Li

2025-02-18T08:46:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Memorizing SAM: A New Era in Medical Image Segmentation

A smart model improving medical image analysis with memory features.

Xinyuan Shao, Yiqing Shen, Mathias Unberath

2025-02-18T07:58:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition AI's Role in Wrist Injury Diagnosis

Artificial intelligence enhances the diagnosis of wrist fractures in children and teens.

Ammar Ahmed, Ali Shariq Imran, Mohib Ullah

2025-02-18T06:22:30+00:00 ― 6 min read

Computation and Language Breaking Language Barriers with AI Translation

AI technology transforms how languages connect and communicate effectively.

Vageesh Saxena, Sharid Loáiciga, Nils Rethmeier

2025-02-18T05:34:21+00:00 ― 6 min read

Machine Learning The Trouble with SHAP Scores in AI

SHAP scores can mislead AI model predictions and decision-making.

Olivier Letoffe, Xuanxiang Huang, Joao Marques-Silva

2025-02-18T02:21:45+00:00 ― 5 min read

Computation and Language Reviving Low-Resource Languages with AI Learning

Innovative methods boost language models for low-resource languages like Nepali.

Sharad Duwal, Suraj Prasai, Suresh Manandhar

2025-02-18T01:33:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Document Classification with LLMs

Large language models advance document classification, reducing reliance on training data.

Anna Scius-Bertrand, Michael Jungo, Lars Vögtlin

2025-02-18T00:45:27+00:00 ― 8 min read

Robotics The Future of Human-Robot Collaboration

Understanding human movement is key for robot teamwork.

Kevin Haninger, Luka Peternel

2025-02-17T23:03:18+00:00 ― 5 min read

Artificial Intelligence Advancing AI with Multi-Modality Learning

Revolutionizing how AI understands images and text for smarter systems.

Yuchong Geng, Ao Tang

2025-02-17T21:32:51+00:00 ― 8 min read

Computation and Language Tackling Ambiguity in Visual Language Models

Research reveals challenges visual language models face with ambiguity in communication.

Alberto Testoni, Barbara Plank, Raquel Fernández

2025-02-17T19:08:24+00:00 ― 8 min read

Information Retrieval Boost Your Image Searches with Smart Suggestions

Discover how cross-modal query suggestions enhance image search efficiency.

Giacomo Pacini, Fabio Carrara, Nicola Messina

2025-02-17T18:20:15+00:00 ― 6 min read

Sound The Challenge of Machine-Generated Music Detection

As machines produce music, we must protect human creativity through effective detection methods.

Yupei Li, Qiyang Sun, Hanqian Li

2025-02-17T18:07:12+00:00 ― 8 min read

Computers and Society Navigating the Risks of AI Proliferation

Discussing the balance between AI innovation and safety through effective governance.

Edward Kembery

2025-02-17T17:32:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Addressing Object Hallucination in AI Models

Researchers tackle object hallucination in AI to improve accuracy and reliability.

Le Yang, Ziwei Zheng, Boxu Chen

2025-02-17T16:43:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transformations: The Key to Smart Robots

Exploring how robots learn to interact with changing objects.

Zixuan Chen, Jiaxin Li, Liming Tan

2025-02-17T15:55:48+00:00 ― 8 min read

Machine Learning Revolutionizing Healthcare with Machine Learning Advances

Exploring breakthroughs in machine learning for personalized medicine and improved healthcare outcomes.

Gideon Vos, Liza van Eijk, Zoltan Sarnyai

2025-02-17T15:41:57+00:00 ― 10 min read

Computation and Language Spotting Rhetorical Figures Made Easy

A new app helps users identify rhetorical figures in German texts.

Ramona Kühn, Jelena Mitrović, Michael Granitzer

2025-02-17T13:31:21+00:00 ― 9 min read

Machine Learning Mix-Layer Normalization: A New Step for LLMs

A fresh approach to improve large language models' performance.

Pengxiang Li, Lu Yin, Shiwei Liu

2025-02-17T12:43:12+00:00 ― 5 min read

Computation and Language Revolutionizing Multi-Hop Question Answering with Knowledge Editing

Learn how knowledge editing enhances accuracy in complex question answering.

Yifan Lu, Yigeng Zhou, Jing Li

2025-02-17T11:55:03+00:00 ― 6 min read

Machine Learning Advancements in Continual Federated Learning

Discover how FedSSI improves machine learning without forgetting past knowledge.

Yichen Li, Yuying Wang, Tianzhe Xiao

2025-02-17T11:06:54+00:00 ― 6 min read

Machine Learning BetaExplainer: Shedding Light on GNNs

A new tool clarifies how graph neural networks make predictions.

Whitney Sloneker, Shalin Patel, Michael Wang

2025-02-17T10:36:46+00:00 ― 7 min read

Machine Learning Advancing Decision Trees: The ICoEvoRDF Method

A new method for improving decision trees in machine learning.

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

2025-02-17T08:42:27+00:00 ― 5 min read

Computer Vision and Pattern Recognition New Method Takes on Adversarial Attacks in AI

VIAP offers a solution to fool AI recognition systems from various angles.

Christian Green, Mehmet Ergezer, Abdurrahman Zeybey

2025-02-17T08:15:00+00:00 ― 8 min read

Computation and Language RAG-RewardBench: Aligning AI with Human Needs

A new tool improves AI responses to better match human preferences.

Zhuoran Jin, Hongbang Yuan, Tianyi Men

2025-02-17T07:06:09+00:00 ― 4 min read

Computation and Language The Future of Word Embeddings and Quantum Concepts

Exploring complex word embeddings enhanced by quantum mechanics for better language understanding.

Carys Harvey, Stephen Clark, Douglas Brown

2025-02-17T06:18:00+00:00 ― 6 min read

Machine Learning Navigating Uncertainty in Machine Learning Models

Learn how separating uncertainty types aids decision-making in machine learning.

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

2025-02-17T04:41:42+00:00 ― 5 min read

Software Engineering The Push for Leaner Language Models

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Giordano d'Aloisio, Luca Traini, Federica Sarro

2025-02-17T03:53:33+00:00 ― 7 min read

Image and Video Processing Transforming Medical Image Annotation with ICS

A new method reduces time and effort in medical image labeling.

Eichi Takaya, Shinnosuke Yamamoto

2025-02-17T03:18:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition Teaching Machines to See: New Advances in Image Classification

Learn how computers can recognize objects with limited examples.

Kun Yan, Zied Bouraoui, Fangyun Wei

2025-02-17T02:17:15+00:00 ― 6 min read

Robotics New Dataset Enhances Human-Robot Interaction

TH OR-MAGNI Act dataset improves robot predictions of human movements.

Tiago Rodrigues de Almeida, Tim Schreiter, Andrey Rudenko

2025-02-17T01:29:06+00:00 ― 7 min read

Machine Learning Optimizing CNNs for Small Devices

Techniques to improve CNN efficiency on resource-limited devices.

Muhammad Sohail Ibrahim, Muhammad Usman, Jeong-A Lee

2025-02-17T00:40:57+00:00 ― 6 min read

Multiagent Systems The Future of Robot Coordination

How robots communicate and plan paths effectively in their tasks.

Jáchym Herynek, Stefan Edelkamp

2025-02-16T23:52:48+00:00 ― 7 min read

Machine Learning Mastering Few-Shot Learning in Healthcare

Learn how Few-Shot Class-Incremental Learning shapes healthcare innovation.

Chenqi Li, Boyan Gao, Gabriel Jones

2025-02-16T23:04:39+00:00 ― 8 min read

High Energy Physics - Lattice Blending AI and Physics: A New Era of Particle Study

Explore how AI diffusion models are changing lattice field theory.

Gert Aarts, Lingxiao Wang, Kai Zhou

2025-02-16T22:49:48+00:00 ― 7 min read

Sound The Rise of Synthetic Speech Detection

New models identify synthetic speech and combat misuse of voice technology.

Mahieyin Rahmun, Rafat Hasan Khan, Tanjim Taharat Aurpa

2025-02-16T22:22:48+00:00 ― 5 min read

Artificial Intelligence Simplifying Reasoning with Conditional Independence

Learn how conditional independence makes complex reasoning easier in knowledge representation.

Jesse Heyninck

2025-02-16T22:16:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition JoVALE: A New Era in Video Action Detection

Discover how JoVALE enhances understanding of actions in videos.

Taein Son, Soo Won Seo, Jisong Kim

2025-02-16T20:40:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Defense Strategy Shields Language Models

Researchers develop a method to protect LLMs from harmful manipulations.

Minkyoung Kim, Yunha Kim, Hyeram Seo

2025-02-16T19:52:03+00:00 ― 6 min read