Computer Science - Machine Learning

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Computer Vision and Pattern Recognition Advancements in Active Speaker Detection Technology

New model improves real-time speaker detection and efficiency in communication.

Arnav Kundu, Yanzi Jin, Mohammad Sekhavat

2025-06-12T14:43:12+00:00 ― 5 min read

Latest Articles

Machine Learning Advancements in Sampling Techniques for Molecular Studies

New method improves sampling efficiency using energy functions.

Dongyeop Woo, Sungsoo Ahn

2025-06-12T14:23:12+00:00 ― 5 min read

Human-Computer Interaction Building Trust in Autonomous Vehicles

Examining factors that influence trust in autonomous vehicles among young adults.

Robert Kaufman, Emi Lee, Manas Satish Bedmutha

2025-06-12T14:11:36+00:00 ― 6 min read

Fluid Dynamics Advancements in Fluid Dynamics with FastVPINNs

Discover how FastVPINNs improve fluid dynamics modeling using neural networks.

Thivin Anandh, Divij Ghose, Ankit Tyagi

2025-06-12T14:03:27+00:00 ― 6 min read

Numerical Analysis Advancing Fluid Dynamics with Neural Networks

New methods combine neural networks and finite element techniques to improve fluid flow simulations.

Franziska Griese, Fabian Hoppe, Alexander Rüttgers

2025-06-12T13:55:36+00:00 ― 7 min read

Machine Learning Causality in Complex Systems: A Modern Approach

Examining the role of higher-order causality in understanding complex systems.

Jakub Kořenek, Pavel Sanda, Jaroslav Hlinka

2025-06-12T13:33:08+00:00 ― 5 min read

Machine Learning Advancing Active Learning in Graphs

A new method enhances node selection for graph domain adaptation.

Pengyun Wang, Yadi Cao, Chris Russell

2025-06-12T13:00:30+00:00 ― 6 min read

Robotics Advancements in Swing-Up Control for Robotics

A novel method for controlling double pendulums shows significant improvements in stability and adaptability.

Jean Seong Bjorn Choe, Bumkyu Choi, Jong-kook Kim

2025-06-12T12:44:42+00:00 ― 5 min read

Machine Learning The Dark Side of Explainable AI: XSub Attacks

XSub exploits explainable AI to enhance adversarial attacks, raising security concerns.

Kiana Vu, Phung Lai, Truc Nguyen

2025-06-12T12:13:06+00:00 ― 6 min read

Machine Learning Advancing ECG Report Generation with AI Techniques

A new method improves ECG report creation and question answering using machine learning.

Jialu Tang, Tong Xia, Yuan Lu

2025-06-12T10:30:24+00:00 ― 5 min read

Machine Learning Enhancing Prediction Accuracy Through Uncertainty Calibration

A new framework improves predictions by addressing uncertainty in data.

Dingyi Zhuang, Yuheng Bu, Guang Wang

2025-06-12T09:50:54+00:00 ― 6 min read

Quantitative Methods The Impact of Microbiomes on Health

A look into microbiomes and their significance in health through metagenomics.

Binghao Yan, Yunbi Nam, Lingyao Li

2025-06-12T09:31:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Evaluating Foundation Models for Earth Observation

A study on the effectiveness of Foundation Models in satellite data analysis.

Raul Ramos-Pollan, Freddie Kalaitzis, Karthick Panner Selvam

2025-06-12T09:27:12+00:00 ― 5 min read

Machine Learning Improving Neural Network Efficiency with Adaptive Sampling

Explore adaptive sampling for better neural network performance with symmetric data.

Berfin Inal, Gabriele Cesa

2025-06-12T09:19:18+00:00 ― 5 min read

Machine Learning Advancing Recommendations with MCLRec

MCLRec improves suggestion accuracy by recognizing multiple user interests.

Junshu Huang, Zi Long, Xianghua Fu

2025-06-12T09:11:24+00:00 ― 5 min read

Signal Processing Efficient Dictionary Learning with Householder Matrices

A new approach to signal processing using structured orthogonal dictionaries.

Anirudh Dash, Aditya Siripuram

2025-06-12T09:01:20+00:00 ― 5 min read

Geophysics Advancing Seismic Geobody Interpretation Techniques

A new model enhances geological feature interpretation in seismic data.

Hang Gao, Xinming Wu, Luming Liang

2025-06-12T08:49:27+00:00 ― 7 min read

Quantum Physics Quantum Computing: A New Approach to Anomaly Detection in Cyber-Physical Systems

Exploring quantum computing's role in enhancing anomaly detection for cyber-physical systems.

Tyler Cultice, Md. Saif Hassan Onim, Annarita Giani

2025-06-12T08:41:36+00:00 ― 5 min read

Fluid Dynamics Reimagining Turbulence Analysis with Machine Learning

New methods utilize single snapshots for effective turbulence analysis.

Kai Fukami, Kunihiko Taira

2025-06-12T08:33:45+00:00 ― 5 min read

Materials Science Advancements in Atom Representation for Material Science

A new framework improves atom representations, enhancing predictions in material science.

Shrimon Mukherjee, Madhusudan Ghosh, Partha Basuchowdhuri

2025-06-12T08:18:03+00:00 ― 8 min read

Portfolio Management Cyber Risk Disclosures and Their Impact on Businesses

Analyzing how companies report cyber risks and their effects on financial performance.

Loïc Maréchal, Nathan Monnet

2025-06-12T08:17:34+00:00 ― 5 min read

Machine Learning Advancements in Graph Neural Networks with AAGCN

AAGCN improves how GNNs learn from complex data structures.

Samuel Rey, Madeline Navarro, Victor M. Tenorio

2025-06-12T08:16:06+00:00 ― 5 min read

Machine Learning Addressing Label Noise in GBDTs

Exploring methods to manage label noise in Gradient Boosted Decision Trees.

Anita Eisenbürger, Daniel Otten, Anselm Hudde

2025-06-12T08:08:12+00:00 ― 7 min read

Machine Learning Advancing Time Series Classification with Data Fingerprints

A new method aids algorithm selection in time series classification while preserving data privacy.

Lars Böcking, Leopold Müller, Niklas Kühl

2025-06-12T08:00:18+00:00 ― 5 min read

Machine Learning Optimizing Coupons in C2C Marketplaces

A new framework improves coupon strategies for sellers in online marketplaces.

Jie Yang, Padunna Valappil Krishnaraj Sekhar, Sho Sekine

2025-06-12T07:36:36+00:00 ― 6 min read

Performance Automating Performance Models for DNN Accelerators

A new method predicts DNN performance on various hardware quickly and accurately.

Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich

2025-06-12T07:28:42+00:00 ― 7 min read

Machine Learning Optimizing RNA Sequences for Better Gene Expression

New methods enhance RNA sequence generation and optimization, impacting gene regulation.

Kaixuan Huang, Yukang Yang, Kaidi Fu

2025-06-12T06:38:54+00:00 ― 5 min read

Machine Learning Advancements in Aligning Language Models with Human Preferences

A new method improves large language model alignment with human input.

Ruoyu Wang, Jiachen Sun, Shaowei Hua

2025-06-12T06:33:24+00:00 ― 7 min read

Artificial Intelligence Evaluating Preference Datasets for Reward Models

This article examines key factors in preference dataset quality for better reward model training.

Judy Hanwen Shen, Archit Sharma, Jun Qin

2025-06-12T06:17:36+00:00 ― 6 min read

Machine Learning Improving Machine Learning Models with OWDCL

A new method helps models adapt to unexpected real-world data.

Houcheng Su, Mengzhu Wang, Jiao Li

2025-06-12T06:01:48+00:00 ― 5 min read

Machine Learning Addressing Bias in Text-to-Image Systems

This article examines bias in TTI systems and the role of embeddings.

Sahil Kuchlous, Marvin Li, Jeffrey G. Wang

2025-06-12T05:30:12+00:00 ― 5 min read

Machine Learning Advancements in Multivariate Distributional Reinforcement Learning

New algorithms improve decision-making with multiple rewards in reinforcement learning.

Harley Wiltzer, Jesse Farebrother, Arthur Gretton

2025-06-12T05:12:28+00:00 ― 5 min read

Computer Vision and Pattern Recognition Assessing the Quality of Image Captions

This article evaluates sentiment and meaning in image captions.

Aleksei Krotov, Alison Tebo, Dylan K. Picart

2025-06-12T04:58:36+00:00 ― 4 min read

Machine Learning Improving PCB Defect Detection with Advanced Techniques

A new framework enhances PCB quality control through automated defect detection methods.

Ka Nam Canaan Law, Mingshuo Yu, Lianglei Zhang

2025-06-12T04:50:42+00:00 ― 5 min read

Artificial Intelligence New Approach to Gas Leak Detection Using AI

AGDC combines reinforcement learning and self-feedback for better gas leak estimation.

Yiwei Shi, Muning Wen, Qi Zhang

2025-06-12T04:34:54+00:00 ― 5 min read

Machine Learning Simplifying Machine Learning with DFMLU

DFMLU streamlines building machine learning models, making it easier for developers.

Fabi Prezja

2025-06-12T04:27:00+00:00 ― 4 min read

Applications Addressing Missing Data in Wind Farms

New methods improve data accuracy in wind energy production.

Amandine Pierrot, Pierre Pinson

2025-06-12T04:22:24+00:00 ― 7 min read

Machine Learning Advancements in Drug Discovery with Atomic GFlowNets

A-GFNs use atoms to create new drug-like molecules, improving drug discovery.

Mohit Pandey, Gopeshh Subbaraj, Emmanuel Bengio

2025-06-12T03:45:51+00:00 ― 6 min read

Machine Learning Efficiency in Quantized Neural Networks

This study examines performance and conditions for quantized neural networks under fixed-point arithmetic.

Geonho Hwang, Yeachan Park, Sejun Park

2025-06-12T03:32:20+00:00 ― 6 min read

Machine Learning Ensuring Fairness in Graphical Models

This article addresses bias in graphical models and proposes a method for fair analysis.

Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou

2025-06-12T02:42:16+00:00 ― 6 min read

Robotics Advancements in Multi-Legged Robots for Rough Terrain

New methods improve the movement of multi-legged robots on uneven surfaces.

Juntao He, Baxi Chong, Zhaochen Xu

2025-06-12T02:28:30+00:00 ― 5 min read