Computer Science - Machine Learning

RSS

Machine Learning The Science Behind Our Emotional Reactions

How brainwaves reveal human traits and emotional responses.

Md Mirajul Islam, Md Nahiyan Uddin, Maoyejatun Hasana

2025-01-28T11:56:30+00:00 ― 6 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

Machine Learning Harnessing Data Across Different Sources

Learn how heterogeneous transfer learning improves predictions using diverse datasets.

Jae Ho Chang, Massimiliano Russo, Subhadeep Paul

2025-01-28T07:24:21+00:00 ― 6 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

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

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 MiTREE: A Smart Tool for Bird Conservation

New model MiTREE helps track species and enhance conservation efforts amidst climate change.

Theresa Chen, Yao-Yi Chiang

2025-01-27T18:20:44+00:00 ― 8 min read

Quantum Physics Quantum Computing Meets Optimization: GRANITE's Role

GRANITE revolutionizes quantum optimization by simplifying complex problems efficiently.

Co Tran, Quoc-Bao Tran, Hy Truong Son

2025-01-27T17:59:54+00:00 ― 5 min read

Machine Learning Demystifying Tensors: A Simple Guide

Learn how tensors shape our understanding of complex data.

Shihao Shao, Yikang Li, Zhouchen Lin

2025-01-27T17:12:08+00:00 ― 6 min read

Quantum Physics Quantum Reinforcement Learning: A New Approach

Combining quantum computing with reinforcement learning for faster decision-making.

Thet Htar Su, Shaswot Shresthamali, Masaaki Kondo

2025-01-27T16:24:22+00:00 ― 9 min read

Machine Learning Revolutionizing Image Recovery: The MEM Method

Discover how the MEM method enhances image denoising through innovative techniques.

Matthew King-Roskamp, Rustum Choksi, Tim Hoheisel

2025-01-27T16:08:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition RDPM: A New Wave in Image Generation

Discover how RDPM transforms image creation using advanced methods.

Xiaoping Wu, Jie Hu, Xiaoming Wei

2025-01-27T14:21:18+00:00 ― 8 min read

Artificial Intelligence Vision Language Models: Bridging Text and Image

Uncover how vision language models improve understanding of images and text.

Tenghui Li, Guoxu Zhou, Xuyang Zhao

2025-01-27T13:33:09+00:00 ― 8 min read

Computation and Language The Rise of Autocompletion in Chatbots

Autocompletion is changing how we interact with chatbots, making communication easier.

Shani Goren, Oren Kalinsky, Tomer Stav

2025-01-27T12:45:00+00:00 ― 6 min read

Machine Learning Mixing Models: The Future of AI Creativity

Discover how blending generative models enhances creativity and quality in AI-generated content.

Parham Rezaei, Farzan Farnia, Cheuk Ting Li

2025-01-27T11:03:37+00:00 ― 6 min read

Machine Learning Revolutionizing Graph Representation Learning with Self-Supervised Techniques

A new method enhances graph representation learning using self-supervised approaches.

Ahmed E. Samy, Zekarias T. Kefatoa, Sarunas Girdzijauskasa

2025-01-27T09:32:24+00:00 ― 6 min read

Computer Science and Game Theory Mastering the Unknown: Strategies for Unseen Opponents

Learn effective strategies to outsmart unknown opponents in strategic games.

Eshwar Ram Arunachaleswaran, Natalie Collina, Jon Schneider

2025-01-27T07:56:06+00:00 ― 7 min read

Machine Learning Taming the Chaos of Data Corruption in Machine Learning

Learn how data corruption impacts machine learning and ways to tackle it.

Qi Liu, Wanjing Ma

2025-01-27T07:07:57+00:00 ― 9 min read

Software Engineering Boosting Code Review: Automation and Evaluation

Discover how new methods improve code review comments through automation and evaluation.

Junyi Lu, Xiaojia Li, Zihan Hua

2025-01-27T06:19:48+00:00 ― 5 min read

Machine Learning The Journey of Gradient Descent in AI

Explore how learning rates shape AI training and performance.

Lawrence Wang, Stephen J. Roberts

2025-01-27T05:58:26+00:00 ― 6 min read

Machine Learning Fighting Credit Card Fraud with Smart Tech

A new method enhances fraud detection using data efficiently.

Sheng Xiang, Mingzhi Zhu, Dawei Cheng

2025-01-27T05:31:39+00:00 ― 6 min read

Machine Learning Understanding Local Complexity in Neural Networks

A look at how local complexity impacts neural network performance.

Niket Patel, Guido Montúfar

2025-01-27T04:43:30+00:00 ― 5 min read

Machine Learning Cleaning Up Noisy Graphs: The NoiseHGNN Approach

Learn how NoiseHGNN improves understanding of messy graphs in data science.

Xiong Zhang, Cheng Xie, Haoran Duan

2025-01-27T01:30:54+00:00 ― 6 min read

Machine Learning Improving Semi-Supervised Learning with Density

New method enhances learning accuracy by focusing on data density.

Shuyang Liu, Ruiqiu Zheng, Yunhang Shen

2025-01-27T00:53:15+00:00 ― 5 min read

Machine Learning Gx2Mol: A Smart Way to Find New Drugs

Gx2Mol uses gene expression data and deep learning to speed up drug discovery.

Chen Li, Yuki Matsukiyo, Yoshihiro Yamanishi

2025-01-27T00:44:58+00:00 ― 7 min read

Machine Learning The Importance of Contrastive Explanations in Machine Learning

Explore how contrastive explanations enhance trust and understanding in machine learning models.

Yacine Izza, Joao Marques-Silva

2025-01-27T00:42:45+00:00 ― 8 min read

Machine Learning Navigating the Challenges of Semi-Supervised Learning

A look into improving machine learning with semi-supervised learning techniques.

Lan-Zhe Guo, Lin-Han Jia, Jie-Jing Shao

2025-01-26T23:54:36+00:00 ― 8 min read

Image and Video Processing Advancements in MRI Imaging Techniques

New hybrid methods enhance MRI images for better medical and plant science insights.

Arya Bangun, Zhuo Cao, Alessio Quercia

2025-01-26T23:00:36+00:00 ― 7 min read

Machine Learning Revolutionizing Image Generation with Schrödinger Bridge Models

Discover how Schrödinger Bridge models enhance data generation in AI.

Kentaro Kaba, Reo Shimizu, Masayuki Ohzeki

2025-01-26T22:18:18+00:00 ― 6 min read

Machine Learning Aligning Data with CDCTW: A Game Changer

Discover how CDCTW improves data alignment for various fields.

Afek Steinberg, Ran Eisenberg, Ofir Lindenbaum

2025-01-26T21:30:09+00:00 ― 5 min read

Machine Learning Improving Multi-Label Learning with Memory Techniques

A new method tackles class imbalance in multi-label continual learning.

Yan Zhang, Guoqiang Wu, Bingzheng Wang

2025-01-26T19:53:51+00:00 ― 7 min read

Machine Learning Harnessing Neural Operators: The Future of Machine Learning

Discover the basics and applications of neural operators in machine learning.

Mike Nguyen, Nicole Mücke

2025-01-26T19:48:04+00:00 ― 6 min read

Machine Learning Fighting Malware: The Role of Adversarial Training

Discover how adversarial training boosts malware detection and keeps systems safe.

Hamid Bostani, Jacopo Cortellazzi, Daniel Arp

2025-01-26T18:17:33+00:00 ― 8 min read

Machine Learning Enhancing Multi-View Clustering Techniques

Discover new strategies to improve multi-view clustering results in various fields.

Liang Du, Henghui Jiang, Xiaodong Li

2025-01-26T17:29:24+00:00 ― 5 min read

Computation and Language BATprompt: Making AI Resilient to Errors

A new approach for better prompts in AI language models.

Zeru Shi, Zhenting Wang, Yongye Su

2025-01-26T15:53:06+00:00 ― 6 min read

Machine Learning Ancestral Graphs: Uncovering Hidden Connections

Learn how ancestral graphs help reveal complex relationships among variables.

Nikita Lagrange, Herve Isambert

2025-01-26T14:42:53+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balancing Style and Content in Image Generation

Discover the art of combining visual style with meaningful content in AI-generated images.

Nadav Z. Cohen, Oron Nir, Ariel Shamir

2025-01-26T13:28:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Understanding with ArSyD

ArSyD breaks down images for better machine understanding and manipulation.

Alexandr Korchemnyi, Alexey K. Kovalev, Aleksandr I. Panov

2025-01-26T12:40:30+00:00 ― 7 min read