Computer Science - Machine Learning

RSS

Machine Learning Soft Hoeffding Trees: Balancing Clarity and Intelligence

Learn how soft Hoeffding trees adapt to changing data while remaining clear.

Kirsten Köbschall, Lisa Hartung, Stefan Kramer

2025-05-28T10:18:45+00:00 ― 7 min read

Machine Learning Addressing Backdoor Attacks in Deep Regression Models

Protecting deep regression models from hidden threats is crucial for safety.

Lingyu Du, Yupei Liu, Jinyuan Jia

2025-05-28T10:05:42+00:00 ― 4 min read

Machine Learning Advancements in Graph Neural Networks for Geographical Data

New framework enhances predictions and uncertainty estimations in geographical data analysis.

William E. R. de Amorim, Scott A. Sisson, T. Rodrigues

2025-05-28T10:03:24+00:00 ― 6 min read

Artificial Intelligence Balancing Goals with Multi-Objective Reinforcement Learning

Learn how MORL helps robots juggle multiple objectives effectively.

Zuzanna Osika, Jazmin Zatarain-Salazar, Frans A. Oliehoek

2025-05-28T09:26:33+00:00 ― 6 min read

Machine Learning Highlighting Underrepresented Groups in Data

This paper addresses the lack of representation of certain groups in data.

Mohsen Dehghankar, Abolfazl Asudeh

2025-05-28T09:00:27+00:00 ― 6 min read

Machine Learning Evaluating Confidence Intervals for Generalization Error in Machine Learning

A comprehensive study comparing methods for estimating confidence intervals in machine learning models.

Hannah Schulz-Kümpel, Sebastian Fischer, Thomas Nagler

2025-05-28T08:40:46+00:00 ― 11 min read

Computer Vision and Pattern Recognition A New Approach to Dynamic Image Clarity

This article discusses a framework to improve the clarity of moving images.

Sara Oblak, Despoina Paschalidou, Sanja Fidler

2025-05-28T08:25:51+00:00 ― 5 min read

Machine Learning Understanding Matrix Factorization and Its Applications

An overview of Matrix Factorization and its significance in data analysis.

Zheng Zhai, Xiaohui Li

2025-05-28T07:42:09+00:00 ― 4 min read

Machine Learning Advancements in Self-Supervised Learning with SimCLR

SimCLR enhances model training using unlabeled data in vision tasks.

Han Zhang, Yuan Cao

2025-05-28T07:18:08+00:00 ― 7 min read

Robotics Understanding Planetary Rovers and Their Sensors

Learn how rovers use sensors to explore distant worlds.

Levin Gerdes, Carlos Pérez del Pulgar, Raúl Castilla Arquillo

2025-05-28T07:16:03+00:00 ― 6 min read

Machine Learning Unraveling Network Fragmentation in Deep Learning

A look into network fragmentation and its impact on model performance.

Coenraad Mouton, Randle Rabe, Daniël G. Haasbroek

2025-05-28T06:49:57+00:00 ― 7 min read

Machine Learning Balancing Learning and Privacy in AI Systems

Exploring how AI can learn while keeping user data private.

Marlon Tobaben, Marcus Klasson, Rui Li

2025-05-28T06:23:51+00:00 ― 7 min read

Machine Learning Connecting AI and Statistical Mechanics

Exploring how statistical concepts inform artificial intelligence and machine learning methods.

Akshay Balsubramani

2025-05-28T05:55:30+00:00 ― 7 min read

Machine Learning Prostate Cancer: Assessing Risks with MRI Technology

New approaches in MRI analysis can help prioritize serious prostate cancer cases.

Benjamin Ng, Chi-en Amy Tai, E. Zhixuan Zeng

2025-05-28T05:44:42+00:00 ― 6 min read

Robotics Teaching Self-Driving Cars to Drive Safely

Researchers tackle challenges of teaching self-driving cars through imitation and learning.

Clémence Grislain, Risto Vuorio, Cong Lu

2025-05-28T05:05:33+00:00 ― 6 min read

Machine Learning GeogGNN: A New Model to Combat Cybercrime

GeogGNN utilizes geographic data to improve cybercrime prediction and classification.

Muhammad Al-Zafar Khan, Jamal Al-Karaki, Emad Mahafzah

2025-05-28T04:39:27+00:00 ― 7 min read

Image and Video Processing Advancing Image Recovery with pcaGAN

pcaGAN offers innovative solutions for improving image recovery from noisy data.

Matthew C. Bendel, Rizwan Ahmad, Philip Schniter

2025-05-28T04:25:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Computers to Detect Lines with Less Help

A new method enables computers to find lines in images with fewer labels.

Johanna Engman, Karl Åström, Magnus Oskarsson

2025-05-28T03:34:12+00:00 ― 8 min read

Machine Learning Guide to Writing for NeurIPS 2024

Simple steps to prepare your NeurIPS 2024 paper effectively.

Rahul Vashisht, P. Krishna Kumar, Harsha Vardhan Govind

2025-05-28T03:08:06+00:00 ― 6 min read

Computation and Language Making Language Models More Understandable

A new approach improves clarity in computer language models.

Rohan Kumar Yadav, Bimal Bhattarai, Abhik Jana

2025-05-28T02:55:03+00:00 ― 5 min read

Machine Learning Understanding Variational Quantum Circuits

A look into how Variational Quantum Circuits solve complex problems.

Marco Wiedmann, Maniraman Periyasamy, Daniel D. Scherer

2025-05-28T02:48:39+00:00 ― 7 min read

Machine Learning Detecting Stress in Social Media Posts

This project analyzes social media to identify signs of stress in real-time.

Hai-Yen Phan Nguyen, Phi-Lan Ly, Duc-Manh Le

2025-05-28T02:28:57+00:00 ― 5 min read

Earth and Planetary Astrophysics Mapping the Moon's Rich Mineral Surface

Scientists use advanced tools to map the Moon’s minerals, aiding future exploration.

Freja Thoresen, Igor Drozdovskiy, Aidan Cowley

2025-05-28T02:09:48+00:00 ― 6 min read

Materials Science AI's Impact on Material Discovery

AI streamlines finding new materials for various applications.

Lev Novitskiy, Vladimir Lazarev, Mikhail Tiutiulnikov

2025-05-28T01:56:51+00:00 ― 6 min read

Signal Processing Innovative Hybrid Receiver for 5G Connections

A new receiver improves device connectivity in 5G technology using AI.

Rohit Singh, Anil Kumar Yerrapragada, Radha Krishna Ganti

2025-05-28T01:47:24+00:00 ― 8 min read

Machine Learning Normalized Space Alignment: A New Approach in Deep Learning

A tool to maintain data structure in deep learning models.

Danish Ebadulla, Aditya Gulati, Ambuj Singh

2025-05-28T01:36:45+00:00 ― 7 min read

Neurons and Cognition Advancements in Hopfield Networks: The IDP Model

Explore how the IDP model enhances memory retrieval in Hopfield Networks.

Simone Betteti, Giacomo Baggio, Francesco Bullo

2025-05-28T00:55:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in 3D Pose Estimation Techniques

A new approach improves accuracy in 3D pose estimation for machines.

Jongmin Lee, Minsu Cho

2025-05-28T00:24:45+00:00 ― 7 min read

Computational Engineering, Finance, and Science A New Approach to Detecting Fraud

SR-MCTS combines traditional rules with machine learning for better fraud detection.

Prashank Kadam

2025-05-28T00:18:27+00:00 ― 6 min read

Sound Estimating Human Poses Using Sound Waves

Researchers use sound waves to estimate human poses without cameras.

Yusuke Oumi, Yuto Shibata, Go Irie

2025-05-27T23:13:12+00:00 ― 8 min read

Machine Learning Transforming Image Recovery with CDIM

Learn how CDIM improves image clarity and restores lost details.

Vivek Jayaram, Ira Kemelmacher-Shlizerman, Steven M. Seitz

2025-05-27T21:44:23+00:00 ― 8 min read

Machine Learning Tilted Empirical Risk: A New Approach to Generalization Error

Learn how tilted empirical risk enhances machine learning model performance.

Gholamali Aminian, Amir R. Asadi, Tian Li

2025-05-27T21:39:42+00:00 ― 6 min read

Machine Learning New Insights into Dementia Detection with LEI

A framework to enhance early dementia detection using diverse data sources.

Aviad Susman, Rupak Krishnamurthy, Yan Chak Li

2025-05-27T21:15:45+00:00 ― 6 min read

Computation and Language Addressing Cyberbullying Through Sentiment Analysis

A look into using technology to combat cyberbullying on social media.

Arvapalli Sai Susmitha, Pradeep Pujari

2025-05-27T20:49:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving Image Recognition with GCI-ViTAL

A new method enhances image learning despite label noise.

Moseli Mots'oehli, kyungim Baek

2025-05-27T20:36:36+00:00 ― 4 min read

Signal Processing The Rise of Smartwatch Blood Pressure Monitoring

New tech helps track high blood pressure effortlessly.

Hui Lin, Jiyang Li, Ramy Hussein

2025-05-27T20:24:12+00:00 ― 6 min read

Machine Learning Identifying Shared Components in Unaligned Data

Research proposes methods to find common elements in unaligned multi-modal data.

Subash Timilsina, Sagar Shrestha, Xiao Fu

2025-05-27T20:17:04+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Cardiovascular Disease Prediction with Data

Using multi-modal learning for early detection of heart diseases.

Francesco Girlanda, Olga Demler, Bjoern Menze

2025-05-27T19:57:27+00:00 ― 5 min read

Machine Learning The Future of Real-Time Data Analysis

Discover how Streaming Bayes GFlowNets transform continuous data analysis.

Tiago da Silva, Daniel Augusto de Souza, Diego Mesquita

2025-05-27T19:44:24+00:00 ― 7 min read

Cryptography and Security Protecting IoT Networks from DDoS Attacks

Learn how machine learning helps secure smart devices against cyber threats.

Sushil Shakya, Robert Abbas

2025-05-27T19:05:15+00:00 ― 5 min read