Latest Articles for Technology Trends

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Cryptography and Security Strengthening Cyber Defense with NIDS and MITRE ATT&CK

Learn how NIDS and advanced models boost cybersecurity efforts.

Nir Daniel, Florian Klaus Kaiser, Shay Giladi

2025-03-09T01:22:48+00:00 ― 6 min read

Computation and Language Enhancing User Engagement with AI Question Suggestions

Learn how AI can provide better question suggestions for users.

Xiaobin Shen, Daniel Lee, Sumit Ranjan

2025-03-08T15:45:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Deep Metric Learning: A Game Changer in Image Retrieval

Learn how deep metric learning improves image recognition and retrieval systems.

Yash Patel, Giorgos Tolias, Jiri Matas

2025-03-04T09:49:57+00:00 ― 6 min read

Cryptography and Security Hunting Software Vulnerabilities with AI

Using large language models to detect software weaknesses.

Ira Ceka, Feitong Qiao, Anik Dey

2025-03-03T07:21:00+00:00 ― 8 min read

Software Engineering Speeding Up Code Retrieval with Deep Hashing

Discover how segmented deep hashing transforms code retrieval for developers.

Wenchao Gu, Ensheng Shi, Yanlin Wang

2025-03-01T13:37:12+00:00 ― 7 min read

Computation and Language Improving Large Language Models: A New Framework

A fresh approach to enhance instruction-following in language models.

Jiale Cheng, Xiao Liu, Cunxiang Wang

2025-02-28T18:21:36+00:00 ― 6 min read

Information Retrieval The Future of Relevance Assessment: Ensemble Methods

Learn how ensemble methods improve relevance assessments in information retrieval systems.

Hossein A. Rahmani, Emine Yilmaz, Nick Craswell

2025-02-25T23:45:09+00:00 ― 6 min read

Computation and Language OmniEval: Advancing RAG Performance in Finance

New benchmark OmniEval enhances evaluation of RAG systems in finance.

Shuting Wang, Jiejun Tan, Zhicheng Dou

2025-02-24T18:03:36+00:00 ― 7 min read

Machine Learning Decentralized Learning: Privacy Challenges Ahead

Discover the risks of Membership Inference Attacks in decentralized learning.

Ousmane Touat, Jezekael Brunon, Yacine Belal

2025-02-23T17:10:57+00:00 ― 5 min read

Information Retrieval Revolutionizing Short Text Classification

A new approach improves understanding of brief messages in various settings.

Gregor Donabauer, Udo Kruschwitz

2025-02-23T03:32:24+00:00 ― 6 min read

Computation and Language Large Language Models: A New Wave in AI Embeddings

LLMs are reshaping how we create and use embeddings for AI tasks.

Chongyang Tao, Tao Shen, Shen Gao

2025-02-22T05:52:21+00:00 ― 5 min read

Machine Learning Speeding Up Deep Learning with SCG

Discover how the SCG method optimizes deep learning efficiently.

Naoki Sato, Koshiro Izumi, Hideaki Iiduka

2025-02-21T06:10:04+00:00 ― 6 min read

Computation and Language Mamba Models: A New Approach to Text Reranking

Discover how Mamba models are changing the landscape of document retrieval.

Zhichao Xu, Jinghua Yan, Ashim Gupta

2025-02-20T06:31:30+00:00 ― 7 min read

Artificial Intelligence Crafting o1: The Future of AI

Learn how to create o1, an advanced AI model that thinks like a human.

Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin

2025-02-19T08:51:27+00:00 ― 6 min read

Software Engineering Enhancing Code Quality with PEFT Techniques

Learn how Parameter-Efficient Fine-Tuning improves code smell detection with LLMs.

Beiqi Zhang, Peng Liang, Xin Zhou

2025-02-17T14:19:30+00:00 ― 7 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

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

Computer Vision and Pattern Recognition Next Patch Prediction: A New Way to Make AI Art

Learn how NPP improves AI image generation efficiency and quality.

Yatian Pang, Peng Jin, Shuo Yang

2025-02-14T02:51:54+00:00 ― 5 min read

Performance Speeding Up Data Access with Multi-Striding

Learn how multi-striding optimizes memory access for faster computing.

Miguel O. Blom, Kristian F. D. Rietveld, Rob V. van Nieuwpoort

2025-02-08T19:16:03+00:00 ― 6 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

Software Engineering Integrating Privacy in Software Development

Learn how 'Privacy as Code' transforms software development for better security.

Nicolás E. Díaz Ferreyra, Sirine Khelifi, Nalin Arachchilage

2025-02-05T10:12:54+00:00 ― 7 min read

Information Theory The Future of Wireless Communication: RIS and ASK

Exploring how RIS and ASK can transform wireless technology.

Sambit Mishra, Soumya P. Dash, George C. Alexandropoulos

2025-02-03T11:34:30+00:00 ― 5 min read

Cryptography and Security The Security Landscape of Large Language Models

Examining security risks and challenges of large language models in technology.

Herve Debar, Sven Dietrich, Pavel Laskov

2025-01-30T15:22:57+00:00 ― 7 min read

Machine Learning Choosing the Right Pre-trained Model for IoT

Find the perfect pre-trained model for your IoT device's needs.

Parth V. Patil, Wenxin Jiang, Huiyun Peng

2025-01-26T03:50:51+00:00 ― 6 min read

Machine Learning The Future of Forgetting in AI

How machine unlearning helps protect personal data in AI systems.

Omar M. Safa, Mahmoud M. Abdelaziz, Mustafa Eltawy

2025-01-22T13:10:39+00:00 ― 7 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read