Artificial Intelligence

Software Engineering User Modeling: Tailoring Software to Fit Users

Discover how user modeling shapes better software experiences.

Aaron Conrardy, Alfredo Capozucca, Jordi Cabot

2025-02-08T04:01:12+00:00 ― 6 min read

Machine Learning Revolutionizing Communication: MarkovType in BCIs

MarkovType enhances brain-computer interface typing for better communication.

Elifnur Sunger, Yunus Bicer, Deniz Erdogmus

2025-02-08T02:24:54+00:00 ― 6 min read

Machine Learning Adapting Reinforcement Learning for Changing Environments

New techniques improve learning efficiency in AI agents as environments shift.

Benjamin Ellis, Matthew T. Jackson, Andrei Lupu

2025-02-08T00:47:40+00:00 ― 7 min read

Machine Learning Unlocking the Magic of Knowledge Graphs

Discover how Knowledge Graphs and SDN reshape information connections.

Tengfei Ma, Yujie Chen, Liang Wang

2025-02-08T00:00:27+00:00 ― 6 min read

Computation and Language Bridging Aphasia Research and Language Models

Discover how aphasia therapy informs advancements in computer language understanding.

Dominique Brunato

2025-02-07T22:24:09+00:00 ― 6 min read

Information Theory Deep Joint Source Channel Coding: Your Digital Safety Lock

Learn how Deep-JSCC keeps your images safe while sharing.

Mehdi Letafati, Seyyed Amirhossein Ameli Kalkhoran, Ecenaz Erdemir

2025-02-07T22:07:50+00:00 ― 7 min read

Machine Learning Managing Uncertainty in Deep Learning

Learn how scientists address uncertainty in deep learning for better predictions.

Sophie Steger, Christian Knoll, Bernhard Klein

2025-02-07T21:36:00+00:00 ― 8 min read

Audio and Speech Processing Enhancing Speech Clarity: The Key Ingredients

A look at how speech enhancement improves communication through data characteristics.

Leying Zhang, Wangyou Zhang, Chenda Li

2025-02-07T21:14:24+00:00 ― 8 min read

Machine Learning Shrinking Giants: Efficiency in Language Models

Researchers refine large language models for better efficiency and task focus.

Jorge García-Carrasco, Alejandro Maté, Juan Trujillo

2025-02-07T20:47:51+00:00 ― 7 min read

Computation and Language Understanding the Thought Process of Medical AI

Exploring how Large Language Models think in healthcare.

Shamus Sim, Tyrone Chen

2025-02-07T19:59:42+00:00 ― 8 min read

Machine Learning Grams: A New Way to Optimize Machine Learning

Grams offers a fresh take on optimization for machine learning models.

Yang Cao, Xiaoyu Li, Zhao Song

2025-02-07T19:28:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Recurrent Layers: A New Way to Segment Images

Exploring how recurrent systems can boost image segmentation performance.

David Calhas, João Marques, Arlindo L. Oliveira

2025-02-07T19:11:33+00:00 ― 6 min read

Machine Learning Predicting Neural Network Performance with Architecture Insights

A new method predicts learning curves based on neural network architecture.

Yanna Ding, Zijie Huang, Xiao Shou

2025-02-07T16:38:20+00:00 ― 8 min read

Artificial Intelligence Revolutionizing Teamwork in AI with AIR

AIR blends individual and team strategies in AI for better performance.

Guangchong Zhou, Zeren Zhang, Guoliang Fan

2025-02-07T15:10:48+00:00 ― 7 min read

Machine Learning Revolutionizing Mobile Edge Computing with Experts

Discover how Mixture-of-Experts enhances Mobile Edge Computing.

Hongbo Li, Lingjie Duan

2025-02-07T13:34:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition DOLLAR: Fast-Track Your Video Creation

Create stunning videos quickly and easily with DOLLAR's innovative approach.

Zihan Ding, Chi Jin, Difan Liu

2025-02-07T12:46:21+00:00 ― 7 min read

Machine Learning Unpacking Graph Attention Networks: When Less is More

Discover when Graph Attention Networks shine and when simpler methods prevail.

Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou

2025-02-07T11:33:09+00:00 ― 5 min read

Computer Vision and Pattern Recognition AI-Generated Images: Assessing Quality for Advertising

Evaluating AI images to ensure effective communication in advertising.

Yu Tian, Yixuan Li, Baoliang Chen

2025-02-07T11:10:03+00:00 ― 6 min read

Machine Learning Balancing Energy Supply and Demand with Neural Networks

Learn how neural networks improve energy management and predict future needs.

Van Truong Vo, Samad Noeiaghdam, Denis Sidorov

2025-02-07T08:48:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Lifelike Movements for Animated Characters

New system creates realistic motions for characters in varied environments.

Xiaohan Zhang, Sebastian Starke, Vladimir Guzov

2025-02-07T08:45:36+00:00 ― 7 min read

Computation and Language Smart Fine-Tuning for Multimodal Models

A new approach to improve LMMs by focusing on mistakes instead of data volume.

Barry Menglong Yao, Qifan Wang, Lifu Huang

2025-02-07T07:57:27+00:00 ― 7 min read

Machine Learning AI Learns to Teach Itself with New Method

A new framework allows AI to learn independently from images.

Wentao Tan, Qiong Cao, Yibing Zhan

2025-02-07T07:09:18+00:00 ― 7 min read

Artificial Intelligence Navigating the Risks of AI: Testing Dangerous Capabilities

This report explains the importance of testing dangerous features in AI.

Paolo Bova, Alessandro Di Stefano, The Anh Han

2025-02-07T06:27:58+00:00 ― 6 min read

Disordered Systems and Neural Networks Unraveling the Mysteries of Neural Networks

Dive into the complexities of how neural networks learn and interact.

P. Baglioni, L. Giambagli, A. Vezzani

2025-02-07T04:46:24+00:00 ― 7 min read

Human-Computer Interaction The Impact of Generative AI on Software Engineering Education

Unpacking the role of generative AI in software engineering learning.

Rudrajit Choudhuri, Ambareesh Ramakrishnan, Amreeta Chatterjee

2025-02-07T04:44:51+00:00 ― 8 min read

Artificial Intelligence Evaluating Importance in Multi-Agent Systems

New method improves understanding of crucial agents in team dynamics.

Jianming Chen, Yawen Wang, Junjie Wang

2025-02-07T03:56:42+00:00 ― 7 min read

Cryptography and Security Tricking the Smart Models: Risks and Revelations

Researchers uncover vulnerabilities in Multi-Modal Large Language Models through clever tactics.

Yangyang Guo, Ziwei Xu, Xilie Xu

2025-02-07T02:20:24+00:00 ― 6 min read

Computation and Language Cache-Augmented Generation: A New Approach in AI

Discover how CAG streamlines knowledge integration in language models.

Brian J Chan, Chao-Ting Chen, Jui-Hung Cheng

2025-02-07T01:32:15+00:00 ― 7 min read

Computation and Language NeSyCoCo: A New Era in AI Understanding

NeSyCoCo enhances AI's ability to link language and visuals effectively.

Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi

2025-02-06T23:55:57+00:00 ― 7 min read

Robotics Robots Learning to Handle Objects with Finesse

Discover how robots improve their skills in delicate object manipulation.

Hengxu Yan, Haoshu Fang, Cewu Lu

2025-02-06T23:07:48+00:00 ― 7 min read

Human-Computer Interaction Finding Balance in Trusting AI Advice

Exploring the right level of trust in AI language models.

Jessica Y. Bo, Sophia Wan, Ashton Anderson

2025-02-06T22:19:39+00:00 ― 5 min read

Quantum Physics Decoding the Future of Quantum Machine Learning

An overview of the challenges and breakthroughs in explainable quantum AI.

Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon

2025-02-06T20:17:36+00:00 ― 6 min read

Multiagent Systems Optimizing Satellite Tasks with REDA

Learn how REDA improves satellite task management using multi-agent reinforcement learning.

Joshua Holder, Natasha Jaques, Mehran Mesbahi

2025-02-06T19:55:12+00:00 ― 6 min read

Machine Learning Advancements in Continual Learning with KLDA

KLDA tackles challenges in continual learning while preserving past knowledge.

Saleh Momeni, Sahisnu Mazumder, Bing Liu

2025-02-06T19:07:03+00:00 ― 7 min read

Cryptography and Security The Rise of AI-Generated Images: Challenges and Solutions

Exploring the need for watermarking in AI-created images to ensure authenticity.

Aryaman Shaan, Garvit Banga, Raghav Mantri

2025-02-06T18:18:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Semantic Segmentation with CICLD Model

CICLD model enhances semantic segmentation, bridging the gap between synthetic and real-world imagery.

Jongmin Yu, Zhongtian Sun, Shan Luo

2025-02-06T17:30:45+00:00 ― 9 min read

Artificial Intelligence OpenRFT: Advancing AI Reasoning Models

OpenRFT enhances AI reasoning through innovative fine-tuning techniques.

Yuxiang Zhang, Yuqi Yang, Jiangming Shu

2025-02-06T16:42:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Human-Guided Image Generation: A New Era in Computer Vision

A fresh approach to enhance image datasets using human input.

Changjian Chen, Fei Lv, Yalong Guan

2025-02-06T15:06:18+00:00 ― 6 min read

Artificial Intelligence Automated Design Critiques: The Future of Feedback

Discover how automated systems transform design feedback into a faster, cheaper process.

Peitong Duan, Chin-Yi Chen, Bjoern Hartmann

2025-02-06T13:30:00+00:00 ― 6 min read

Artificial Intelligence Harnessing ChatGPT for Pattern Mining Innovations

A new method combines AI and human insight for effective pattern mining.

Michael Weiss

2025-02-06T11:53:42+00:00 ― 4 min read

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