Latest Articles for Artificial Intelligence

Machine Learning FedLEC: A New Approach to Label Skews in AI

FedLEC improves federated learning performance by addressing label skews effectively.

Di Yu, Xin Du, Linshan Jiang

2025-01-29T06:28:48+00:00 ― 6 min read

Artificial Intelligence Transforming Time Series Classification with Vision-Language Models

Learn how VLMs are changing time series classification with visual data.

Vinay Prithyani, Mohsin Mohammed, Richa Gadgil

2025-01-29T05:40:39+00:00 ― 6 min read

Sound Mastering Turn-Taking in Conversations

Enhancing machine understanding of human dialogue turn-taking dynamics.

Hyunbae Jeon, Frederic Guintu, Rayvant Sahni

2025-01-29T05:17:42+00:00 ― 8 min read

Software Engineering Managing Prompts in AI Development

A look into how developers refine prompts for large language models.

Mahan Tafreshipour, Aaron Imani, Eric Huang

2025-01-29T04:04:21+00:00 ― 5 min read

Machine Learning Generative Models: Crafting New Data Realities

Explore the creative power of generative models in AI and their diverse applications.

Jathin Korrapati, Tanish Baranwal, Rahul Shah

2025-01-29T03:42:30+00:00 ― 6 min read

Computation and Language Understanding Multi-Modal Multi-Party Conversations

Research reveals how we can make machines understand complex dialogues.

Yueqian Wang, Xiaojun Meng, Yuxuan Wang

2025-01-29T03:16:12+00:00 ― 7 min read

Robotics Teaching Robots to Learn Efficiently

Discover how robots learn tasks with fewer examples and adapt to commands.

Taewoong Kim, Byeonghwi Kim, Jonghyun Choi

2025-01-29T02:28:03+00:00 ― 8 min read

Machine Learning ERGNN: A Fresh Approach to Graph Neural Networks

Introducing ERGNN, a new method improving graph neural networks with rational filters.

Guoming Li, Jian Yang, Shangsong Liang

2025-01-29T01:02:40+00:00 ― 5 min read

Software Engineering The Impact of Input Order on LLMs in Fault Localization

Discover how input order affects LLM performance in software bug detection.

Md Nakhla Rafi, Dong Jae Kim, Tse-Hsun Chen

2025-01-28T23:15:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition AI's New Path to Understanding Shapes

Researchers strive for AI models that learn to combine shapes and colors like humans.

Milton L. Montero, Jeffrey S. Bowers, Gaurav Malhotra

2025-01-28T22:27:18+00:00 ― 6 min read

Information Retrieval Revolutionizing Recommendations with Graph Transformers

A new model improves online recommendations by capturing complex user-item connections.

Jiajia Chen, Jiancan Wu, Jiawei Chen

2025-01-28T20:51:00+00:00 ― 8 min read

Computation and Language The Art and Science of Machine Translation

Exploring the challenges and innovations in literary machine translation.

Si Wu, John Wieting, David A. Smith

2025-01-28T18:26:33+00:00 ― 7 min read

Machine Learning Protecting Patient Data: The Threat of SurvAttack

SurvAttack highlights risks in survival models and the need for stronger defenses in healthcare.

Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Bin Liu

2025-01-28T17:38:24+00:00 ― 6 min read

Artificial Intelligence AI and the Justice System: A New Approach

AI tools aim to improve decision-making in the legal system while ensuring fairness.

Cong Jiang, Xiaolei Yang

2025-01-28T16:02:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition STITCH: A Game Changer in Surface Reconstruction

Discover how STITCH improves 3D modeling from point clouds.

Anushrut Jignasu, Ethan Herron, Zhanhong Jiang

2025-01-28T15:13:57+00:00 ― 5 min read

Sound DeepFake Detection: A Multilingual Challenge

Exploring how language affects DeepFake detection accuracy across various languages.

Bartłomiej Marek, Piotr Kawa, Piotr Syga

2025-01-28T14:29:24+00:00 ― 6 min read

Robotics Speeding Up Robot Responses with Smart Systems

A new LLM system enhances robot task speed and efficiency.

Neiwen Ling, Guojun Chen, Lin Zhong

2025-01-28T14:25:48+00:00 ― 5 min read

Machine Learning Automated Red Teaming: Securing AI with Creativity

Discover how automated red teaming enhances AI security through creative challenges.

Alex Beutel, Kai Xiao, Johannes Heidecke

2025-01-28T13:37:39+00:00 ― 6 min read

Computation and Language Teaching AI to Negotiate Like a Pro

AgreeMate trains AI to negotiate deals using natural language skills.

Ainesh Chatterjee, Samuel Miller, Nithin Parepally

2025-01-28T12:49:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of Long Video Generation

AI's journey towards creating longer, coherent videos continues to face exciting challenges.

Faraz Waseem, Muhammad Shahzad

2025-01-28T12:01:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Spotting Differences: The Future of Image Change Detection

Discover how AI is changing the way we detect image differences.

Pooyan Rahmanzadehgrevi, Hung Huy Nguyen, Rosanne Liu

2025-01-28T11:13:12+00:00 ― 5 min read

Artificial Intelligence From Data Maps to Creative Text: A New Frontier

Researchers connect data visualization with text creation for fresh insights.

Xingjian Zhang, Ziyang Xiong, Shixuan Liu

2025-01-28T10:25:03+00:00 ― 6 min read

Artificial Intelligence Decoding Neural Machine Translation: A Clearer View

New methods reveal how NMT systems really translate languages.

Anurag Mishra

2025-01-28T09:36:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition Measuring Diversity in AI-Generated Images

A new method improves how we evaluate image diversity from text.

Azim Ospanov, Mohammad Jalali, Farzan Farnia

2025-01-28T08:48:45+00:00 ― 5 min read

Computation and Language Revolutionizing AI with Dynamic Graphs

Dynamic graphs enhance AI's language understanding and response generation.

Karishma Thakrar

2025-01-28T08:00:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Object Orientation in Computer Vision

Learn how 3D models enhance object orientation estimation for tech applications.

Zehan Wang, Ziang Zhang, Tianyu Pang

2025-01-28T07:12:27+00:00 ― 7 min read

Human-Computer Interaction The Synergy of Human-Machine Teams in Chess

Exploring how humans and machines can collaborate effectively in chess.

David Shoresh, Yonatan Loewenstein

2025-01-28T06:24:18+00:00 ― 9 min read

Hardware Architecture Reducing Lookup Tables for Better Neural Networks

A new method optimizes lookup tables using 'don't care' conditions.

Oliver Cassidy, Marta Andronic, Samuel Coward

2025-01-28T05:36:09+00:00 ― 6 min read

Computation and Language Balancing Act: Safety and Skill in AI Models

A new framework prioritizes safety alongside performance in AI evaluation.

Haonan Li, Xudong Han, Zenan Zhai

2025-01-28T04:48:00+00:00 ― 5 min read

Software Engineering The Impact of Automated Code Reviews

Examining the role and effectiveness of automated code review tools in software development.

Umut Cihan, Vahid Haratian, Arda İçöz

2025-01-28T03:59:51+00:00 ― 6 min read

Computer Vision and Pattern Recognition Reviving History: Handwritten Text Recognition Breakthrough

HTR technology transforms old manuscripts into accessible machine-readable texts.

Mohammed Hamdan, Abderrahmane Rahiche, Mohamed Cheriet

2025-01-28T03:11:42+00:00 ― 6 min read

Machine Learning Securing Graph Data with Federated Learning

FedGIG tackles privacy risks in graph data training.

Tianzhe Xiao, Yichen Li, Yining Qi

2025-01-28T01:35:24+00:00 ― 5 min read

Machine Learning Federated Learning: A Safe Approach to AI Training

Learn how federated learning enhances data privacy during AI model training.

Kunal Bhatnagar, Sagana Chattanathan, Angela Dang

2025-01-28T00:47:15+00:00 ― 6 min read

Computation and Language The Race Between Humans and Machines in Sentence Generation

A look at how humans and machines compare in creating event descriptions.

Angela Cao, Faye Holt, Jonas Chan

2025-01-27T23:59:06+00:00 ― 7 min read

Sound Audio-Language Models: A New Frontier

Discover how audio-language models are changing sound recognition technology.

Gongyu Chen, Haomin Zhang, Chaofan Ding

2025-01-27T23:41:06+00:00 ― 6 min read

Computation and Language Segment-Based Attention Masking: A Game Changer for Language Models

Learn how MAS boosts language model performance in chatbots and reasoning tasks.

Shahar Katz, Liran Ringel, Yaniv Romano

2025-01-27T23:10:57+00:00 ― 7 min read

Machine Learning Federated Learning: Keeping Secrets While Collaborating

Learn how devices can share knowledge without exposing personal data.

Honggu Kang, Seohyeon Cha, Joonhyuk Kang

2025-01-27T21:34:39+00:00 ― 8 min read

Computation and Language Rethinking LLMs: The Need for Causal Reasoning

Causal reasoning is key for LLMs to excel in real-world applications.

Ruibo Tu, Hedvig Kjellström, Gustav Eje Henter

2025-01-27T21:13:59+00:00 ― 6 min read

Computer Vision and Pattern Recognition 3DGraphLLM: The Future of Robot Understanding

A new method for robots to comprehend their surroundings using 3D scene graphs and language models.

Tatiana Zemskova, Dmitry Yudin

2025-01-27T20:46:30+00:00 ― 6 min read

Computation and Language Advancing Bengali Question Answering Systems

Improving QA systems for Bengali speakers through research and innovation.

Abdullah Khondoker, Enam Ahmed Taufik, Md Iftekhar Islam Tashik

2025-01-27T19:58:21+00:00 ― 7 min read