Latest Articles for Artificial Intelligence

Computer Vision and Pattern Recognition Introducing FiVL: Bridging Vision and Language

FiVL enhances AI's ability to connect images and words effectively.

Estelle Aflalo, Gabriela Ben Melech Stan, Tiep Le

2025-02-11T13:52:30+00:00 ― 5 min read

Machine Learning Revolutionizing Neural Networks with TAAFS

Discover how TAAFS improves neural networks for complex tasks.

Enji Li

2025-02-11T12:16:12+00:00 ― 5 min read

Neurons and Cognition Harmony in Neural Signals: A New Approach

Scientists unveil a method to measure the uniqueness of neural activities.

Amin Nejatbakhsh, Victor Geadah, Alex H. Williams

2025-02-11T12:11:38+00:00 ― 5 min read

Computer Vision and Pattern Recognition Adaptive Prompt Tuning: A New Era in Few-Shot Learning

APT improves image and text recognition with limited examples.

Eric Brouwer, Jan Erik van Woerden, Gertjan Burghouts

2025-02-11T09:51:45+00:00 ― 7 min read

Cryptography and Security Decoding AI Decisions with Shapley Values

Learn how Shapley values enhance understanding of AI choices and decisions.

Iain Burge, Michel Barbeau, Joaquin Garcia-Alfaro

2025-02-11T09:03:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition FRIDAY: A New Way to Spot Deepfakes

FRIDAY improves deepfake detection by focusing on manipulation signs.

Younhun Kim, Myung-Joon Kwon, Wonjun Lee

2025-02-11T08:15:27+00:00 ― 4 min read

Computer Vision and Pattern Recognition The Role of Topology in Image Segmentation

Exploring the importance of topology in efficient image segmentation methods.

Alexander H. Berger, Laurin Lux, Alexander Weers

2025-02-11T07:27:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Visual Information Extraction: Breaking Language Barriers

New model extracts information from images across languages effortlessly.

Huawen Shen, Gengluo Li, Jinwen Zhong

2025-02-11T05:02:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Segmentation with Spike2Former

Spike2Former transforms spiking neural networks for better image segmentation.

Zhenxin Lei, Man Yao, Jiakui Hu

2025-02-11T04:14:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Similarity with DiffSim

Discover how DiffSim transforms image comparison with advanced techniques.

Yiren Song, Xiaokang Liu, Mike Zheng Shou

2025-02-11T03:26:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of 3D Reconstruction: A New Approach

Discover how new techniques are transforming 3D model creation.

Yongsung Kim, Minjun Park, Jooyoung Choi

2025-02-11T01:50:15+00:00 ― 6 min read

Cryptography and Security AIArena: The Future of AI Training

AIArena democratizes AI development, fostering collaboration and fairness through blockchain technology.

Zhipeng Wang, Rui Sun, Elizabeth Lui

2025-02-11T01:02:06+00:00 ― 7 min read

Machine Learning Collaborative Learning for Robots

Robots learn to walk together using advanced methods without sharing sensitive data.

Ye Zhu, Xiaowen Gong

2025-02-10T23:25:48+00:00 ― 5 min read

Emerging Technologies Drones and Mobile Edge Computing: A New Frontier

Discover how drones enhance mobile edge computing for faster data processing.

Bin Li, Xiao Zhu, Junyi Wang

2025-02-10T23:15:54+00:00 ― 7 min read

Software Engineering Large Language Models in Software Engineering: Opportunities and Challenges

LLMs transform software engineering but bring unique challenges.

Cuiyun Gao, Xing Hu, Shan Gao

2025-02-10T22:37:39+00:00 ― 9 min read

Robotics Tiago++ Takes Center Stage in euROBIN Competition

Service robots shine at euROBIN competition with Tiago++ showcasing impressive skills.

Fabio Amadio, Clemente Donoso, Dionis Totsila

2025-02-10T21:01:21+00:00 ― 8 min read

Artificial Intelligence The Case for Reproducibility in AI Research

Why sharing data and code is key to reliable AI studies.

Odd Erik Gundersen, Odd Cappelen, Martin Mølnå

2025-02-10T20:13:12+00:00 ― 7 min read

Computation and Language Memory in AI: The Challenges of Forgetting

Learn how AI models struggle with memory and the impacts of biased forgetting.

Megan Ung, Alicia Sun, Samuel J. Bell

2025-02-10T18:36:54+00:00 ― 7 min read

Robotics Robots: Mastering Motion in Dynamic Spaces

Learn how robots adapt to changing environments using advanced safety techniques.

Xuemin Chi, Yiming Li, Jihao Huang

2025-02-10T17:00:36+00:00 ― 6 min read

Machine Learning Self-Correcting Language Models: A New Approach

Discover how language models can learn and adapt while avoiding harmful content.

Han Zhang, Zhuo Zhang, Yi Zhang

2025-02-10T15:24:18+00:00 ― 6 min read

Computation and Language Revolutionizing Emotion Recognition in Conversations

ConxGNN aims to improve how robots understand emotions during dialogue.

Cuong Tran Van, Thanh V. T. Tran, Van Nguyen

2025-02-10T14:36:09+00:00 ― 5 min read

Hardware Architecture DFModel: Optimizing Data Flow in Technology

Learn how DFModel enhances efficiency in large-scale systems.

Sho Ko, Nathan Zhang, Olivia Hsu

2025-02-10T12:59:51+00:00 ― 5 min read

Machine Learning Fairness in Deepfake Detection: A New Approach

Addressing biases in deepfake detection through innovative methods for fairness.

Uzoamaka Ezeakunne, Chrisantus Eze, Xiuwen Liu

2025-02-10T11:23:33+00:00 ― 7 min read

Computation and Language NCVC-slm-1: A Game Changer in Medical Language Models

Introducing NCVC-slm-1, a specialized language model for the Japanese medical field.

Shogo Watanabe

2025-02-10T10:35:24+00:00 ― 6 min read

Artificial Intelligence AI and the Quest for Mathematical Constants

Researchers leverage AI to uncover new formulas for mathematical constants.

Michael Shalyt, Uri Seligmann, Itay Beit Halachmi

2025-02-10T08:44:10+00:00 ― 6 min read

Computation and Language Revolutionizing Autonomous Driving with MLLMs

How multimodal large language models improve self-driving technology.

Md Robiul Islam

2025-02-10T07:22:48+00:00 ― 7 min read

Machine Learning FedSTaS: The Future of Federated Learning

FedSTaS improves collaboration in federated learning while protecting data privacy.

Jordan Slessor, Dezheng Kong, Xiaofen Tang

2025-02-10T05:40:32+00:00 ― 7 min read

Artificial Intelligence Reinforcement Learning Takes a Big Step Forward

New techniques help machines learn more effectively and adapt to challenges.

Rashmeet Kaur Nayyar, Siddharth Srivastava

2025-02-10T04:58:21+00:00 ― 7 min read

Artificial Intelligence The Future of Creativity with Generative AI

Explore how generative AI is reshaping content creation while raising important ethical questions.

Atahan Karagoz

2025-02-10T04:10:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition FairREAD: Ensuring Equality in Medical AI

FairREAD boosts fairness in AI medical imaging for all patients.

Yicheng Gao, Jinkui Hao, Bo Zhou

2025-02-10T02:33:54+00:00 ― 6 min read

Computation and Language Chatbots Under Attack: The Sneaky Prompt Challenge

Chatbots face risks from clever prompts that lead to harmful answers.

Nilanjana Das, Edward Raff, Manas Gaur

2025-02-10T00:57:36+00:00 ― 4 min read

Human-Computer Interaction Revolutionizing Data Analysis with Language Agents

Language model-based agents simplify data analysis for everyone.

Maojun Sun, Ruijian Han, Binyan Jiang

2025-02-10T00:35:21+00:00 ― 9 min read

Numerical Analysis The Rise of Memristive Devices in AI Technology

Memristive devices bridge memory and processing, shaping the future of AI.

Dilara Abdel, Maxime Herda, Martin Ziegler

2025-02-10T00:26:34+00:00 ― 6 min read

Image and Video Processing Enhancing Image Quality with Super-Resolution and Uncertainty Estimation

Learn how uncertainty improves super-resolution in computer vision for clearer images.

Maniraj Sai Adapa, Marco Zullich, Matias Valdenegro-Toro

2025-02-09T22:35:24+00:00 ― 6 min read

Computation and Language A Safer Future for AI Language Models

Deliberative Alignment aims to make AI language models safer and more reliable.

Melody Y. Guan, Manas Joglekar, Eric Wallace

2025-02-09T22:33:09+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Smartphone Photography with Advanced Lens Design

Discover how new lens technologies enhance image quality in mobile photography.

Zheng Ren, Jingwen Zhou, Wenguan Zhang

2025-02-09T22:03:16+00:00 ― 8 min read

Software Engineering Navigating Faults in Deep Learning Systems

A guide to understanding and addressing faults in deep learning models.

Gunel Jahangirova, Nargiz Humbatova, Jinhan Kim

2025-02-09T21:45:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Less Is More: A New Take on Image Generation

Researchers find compressed images improve AI-generated art quality.

Vivek Ramanujan, Kushal Tirumala, Armen Aghajanyan

2025-02-09T18:32:24+00:00 ― 7 min read

Artificial Intelligence Ensuring AI Honesty with Self-Other Overlap

A new approach aims to make AI systems more trustworthy and less deceptive.

Marc Carauleanu, Michael Vaiana, Judd Rosenblatt

2025-02-09T17:44:15+00:00 ― 5 min read

Artificial Intelligence The Future of Patient Care: Language Models in Medicine

Language models are changing how doctors summarize patient experiences during treatment.

Matteo Marengo, Jarod Lévy, Jean-Emmanuel Bibault

2025-02-09T16:56:06+00:00 ― 6 min read