Machine Learning

Robotics Revolutionizing Vehicle Trajectory Predictions

C2F-TP improves self-driving car predictions for safer roads.

Zichen Wang, Hao Miao, Senzhang Wang

2025-02-25T21:20:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Materials Analysis with 3D-CVAE

New model enhances anomaly detection in materials science.

Seyfal Sultanov, James P Buban, Robert F Klie

2025-02-25T18:35:44+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Hand Movement Prediction

A new model predicts hand movements from everyday language.

Chen Bao, Jiarui Xu, Xiaolong Wang

2025-02-25T18:08:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition ORFormer: The Future of Facial Recognition

New method enhances facial landmark detection, even under challenging conditions.

Jui-Che Chiang, Hou-Ning Hu, Bo-Syuan Hou

2025-02-25T16:31:48+00:00 ― 7 min read

Quantum Physics Revolutionizing Particle Classification with QRU

New quantum model enhances particle identification accuracy in noisy environments.

Léa Cassé, Bernhard Pfahringer, Albert Bifet

2025-02-25T16:12:26+00:00 ― 7 min read

Machine Learning AutoSciLab: The Future of Scientific Discovery

Automated labs are transforming how scientists conduct experiments and analyze data.

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao

2025-02-25T15:24:40+00:00 ― 7 min read

Solar and Stellar Astrophysics ChronoFlow: A New Way to Age Stars

ChronoFlow helps scientists accurately determine the ages of stars in our universe.

Phil R. Van-Lane, Joshua S. Speagle, Gwendolyn M. Eadie

2025-02-25T14:36:54+00:00 ― 6 min read

Computation and Language BanglishRev: The Future of Online Reviews

A massive dataset revealing consumer opinions in Bengali, English, and Banglish.

Mohammad Nazmush Shamael, Sabila Nawshin, Swakkhar Shatabda

2025-02-25T14:07:21+00:00 ― 6 min read

Machine Learning Transforming Cement Production with Machine Learning

Machine learning offers efficient, real-time solutions for cement production challenges.

Sheikh Junaid Fayaz, Nestor Montiel-Bohorquez, Shashank Bishnoi

2025-02-25T13:49:08+00:00 ― 6 min read

Solar and Stellar Astrophysics Harnessing AI to Study Eclipsing Binary Stars

AI transforms how we analyze eclipsing binary stars, speeding up discoveries.

Marcin Wrona, Andrej Prša

2025-02-25T13:01:22+00:00 ― 7 min read

Cryptography and Security Advances in Link Prediction and Security

New methods improve link prediction attack strategies and highlight security flaws.

Jiate Li, Meng Pang, Binghui Wang

2025-02-25T10:06:36+00:00 ― 7 min read

Machine Learning New Method Improves Epilepsy Seizure Identification

A novel approach enhances how doctors locate seizure origins in epilepsy patients.

Huachao Yan, Kailing Guo, Shiwei Song

2025-02-25T08:35:38+00:00 ― 4 min read

Optimization and Control Mastering Optimal Transport for Real-World Solutions

Learn how optimal transport impacts logistics, data science, and everyday applications.

Sachin Shivakumar, Georgiy A. Bondar, Gabriel Khan

2025-02-25T05:41:50+00:00 ― 6 min read

Machine Learning Reservoir Computing: A Smart Leap in AI Memory

Discover how reservoir computing improves memory in AI for faster learning.

Kevin McKee

2025-02-25T04:29:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Unearthing Hidden Biases in CNNs

Discover how biases affect CNN performance and image analysis.

Sai Teja Erukude, Akhil Joshi, Lior Shamir

2025-02-25T00:28:48+00:00 ― 6 min read

Machine Learning Neural Surrogates: A New Way to Solve PDEs

Neural surrogates enhance simulation accuracy by predicting changes over time.

Anthony Zhou, Amir Barati Farimani

2025-02-24T23:40:39+00:00 ― 8 min read

Machine Learning Revolutionizing Robotics with SMoSE: A Clear Path Ahead

Discover how SMoSE empowers robots with interpretable decision-making skills.

Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode

2025-02-24T22:52:30+00:00 ― 5 min read

Artificial Intelligence New Models Enhance AI Decision-Making

Relational neurosymbolic Markov models improve AI learning and reasoning capabilities.

Lennert De Smet, Gabriele Venturato, Luc De Raedt

2025-02-24T19:39:54+00:00 ― 6 min read

Machine Learning Protecting Your Machine Learning Models from Theft

Learn how to safeguard your machine learning models with fingerprinting techniques.

Augustin Godinot, Erwan Le Merrer, Camilla Penzo

2025-02-24T18:51:45+00:00 ― 6 min read

Machine Learning Ensuring Safe Autonomous Systems with Smart Monitoring

Innovative runtime monitoring enhances safety and stability in drones and ships.

Emily Yu, Đorđe Žikelić, Thomas A. Henzinger

2025-02-24T15:39:09+00:00 ― 6 min read

Machine Learning ArchesWeather: A New Age in Weather Forecasting

ArchesWeather combines advanced algorithms and weather data for accurate forecasting.

Guillaume Couairon, Renu Singh, Anastase Charantonis

2025-02-24T14:02:51+00:00 ― 6 min read

Machine Learning Revolutionizing Robot Learning with MoDE

MoDE helps robots learn efficiently with less computing power.

Moritz Reuss, Jyothish Pari, Pulkit Agrawal

2025-02-24T11:38:24+00:00 ― 6 min read

Optimization and Control Conic Optimization: A New Approach for Big Data

Discover how SIPM transforms conic optimization in machine learning.

Chuan He, Zhanwang Deng

2025-02-24T11:03:00+00:00 ― 6 min read

Machine Learning Lightweight Fine-tuning: Transforming Language Models

New methods make language models faster and more efficient for real-world tasks.

Jonathan Svirsky, Yehonathan Refael, Ofir Lindenbaum

2025-02-24T10:50:15+00:00 ― 6 min read

Machine Learning Balancing Fairness in AI: A Mixed Approach

Research reveals pros and cons of Mixup techniques for fairness in AI.

Karina Halevy, Karly Hou, Charumathi Badrinath

2025-02-24T10:27:49+00:00 ― 5 min read

Machine Learning Adaptive Sampling: A Smart Way to Farm

Learn how adaptive sampling improves farming decisions and crop yields.

Giorgio Morales, John Sheppard

2025-02-24T05:22:38+00:00 ― 7 min read

Machine Learning Transforming Time Series Forecasting with Pruning Techniques

Discover how pruning enhances Transformer models for effective time series forecasting.

Nicholas Kiefer, Arvid Weyrauch, Muhammed Öz

2025-02-24T02:48:45+00:00 ― 9 min read

Machine Learning Inside Physically Interpretable World Models

How machines learn to predict their environment for safety and efficiency.

Zhenjiang Mao, Ivan Ruchkin

2025-02-24T01:12:27+00:00 ― 7 min read

Machine Learning GFTab: A New Approach to Tabular Data

GFTab offers innovative solutions for analyzing mixed-variable tabular datasets.

Yoontae Hwang, Yongjae Lee

2025-02-24T00:24:18+00:00 ― 6 min read

Machine Learning Hybrid Language Models: Speed Meets Accuracy

Revolutionizing text generation by combining small and large models for faster performance.

Seungeun Oh, Jinhyuk Kim, Jihong Park

2025-02-24T00:23:40+00:00 ― 7 min read

Cryptography and Security Safeguarding Privacy in Data Sampling

Discover how differential privacy protects personal data during analysis.

Albert Cheu, Debanuj Nayak

2025-02-24T00:17:27+00:00 ― 7 min read

Machine Learning Revolutionizing Speech Recognition with SpikeSCR

SpikeSCR combines efficiency and accuracy in speech command recognition using spiking neural networks.

Jiaqi Wang, Liutao Yu, Liwei Huang

2025-02-23T21:59:51+00:00 ― 7 min read

Machine Learning Making Smart Choices with Restless Bandits

Learn about Lagrangian Index Policy and its impact on decision-making.

Konstantin Avrachenkov, Vivek S. Borkar, Pratik Shah

2025-02-23T21:43:50+00:00 ― 7 min read

Machine Learning Federated Learning Meets Fuzzy Cognitive Maps

A blend of federated learning and fuzzy cognitive maps enhances data privacy and collaboration.

Jose L Salmeron, Irina Arévalo

2025-02-23T19:35:24+00:00 ― 7 min read

High Energy Physics - Phenomenology Harnessing AI to Analyze Particle Jets

Deep learning boosts particle physics research with extensive AspenOpenJets dataset.

Oz Amram, Luca Anzalone, Joschka Birk

2025-02-23T19:12:16+00:00 ― 7 min read

Computation and Language Can AI Solve Complex Puzzles?

Exploring how language models tackle reasoning tasks through Generalized Associative Recall.

Ruikang Ni, Da Xiao, Qingye Meng

2025-02-23T17:59:06+00:00 ― 7 min read

Robotics Making Autonomous Vehicles Smarter at Intersections

CLIP-RLDrive improves AVs' decision-making in complex driving scenarios.

Erfan Doroudian, Hamid Taghavifar

2025-02-23T17:14:06+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

Machine Learning Filling the Gaps: Matrix Completion Explained

Discover how matrix completion improves data handling in various fields.

Ziyuan Chen, Fang Yao

2025-02-23T09:01:54+00:00 ― 6 min read

Machine Learning Revolutionizing Data Sorting with VON

Learn how VON transforms data visualization through smart ordering.

Zehua Yu, Weihan Zhang, Sihan Pan

2025-02-23T05:08:42+00:00 ― 5 min read

Computer Science - Machine Learning