Computer Science - Machine Learning

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Computer Vision and Pattern Recognition Understanding Adversarial Attacks on Smart Systems

A look at challenges and new methods to combat adversarial attacks.

Yaniv Nemcovsky, Avi Mendelson, Chaim Baskin

2025-05-08T01:37:20+00:00 ― 6 min read

Machine Learning Protecting Machines from Sneaky Attacks

Discover how to safeguard machines from backdoor attacks in self-supervised learning.

Sizai Hou, Songze Li, Duanyi Yao

2025-05-08T00:46:40+00:00 ― 6 min read

Machine Learning Improving Graph Neural Networks for Faster Predictions

A new framework enhances Graph Neural Networks' efficiency and performance.

Jiahui Liu, Zhenkun Cai, Zhiyong Chen

2025-05-07T23:05:20+00:00 ― 5 min read

Image and Video Processing Advancements in Lung Nodule Detection

Improving lung health with new imaging tools for better cancer diagnosis.

Yuke Wu, Xiang Liu, Yunyu Shi

2025-05-07T22:29:48+00:00 ― 5 min read

Machine Learning Detecting Anomalies with FUN-AD

Learn how FUN-AD improves anomaly detection without labels.

Jiin Im, Yongho Son, Je Hyeong Hong

2025-05-07T21:24:00+00:00 ― 5 min read

Machine Learning Optimizing Resource Use in AI Systems

Introducing a new approach to improve resource management in AI request processing.

Yilong Zhao, Shuo Yang, Kan Zhu

2025-05-07T20:33:20+00:00 ― 5 min read

Machine Learning Reinforcement Learning: Tackling Delayed Rewards with PPO

Discover how PPO enhances learning in AI by addressing delayed rewards.

Ahmad Ahmad, Mehdi Kermanshah, Kevin Leahy

2025-05-07T18:52:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Computers to Recognize with Words

A new method helps computers identify objects using fewer images and simple language.

Cheng-Fu Yang, Da Yin, Wenbo Hu

2025-05-07T18:26:40+00:00 ― 7 min read

Computer Vision and Pattern Recognition Understanding AI: A Look Inside Image Classification

Discover how AI interprets images with new frameworks for transparency.

Jinyung Hong, Yearim Kim, Keun Hee Park

2025-05-07T18:01:20+00:00 ― 7 min read

Machine Learning Understanding Multivariate Time Series Classification

A look at how MTS classification can improve data analysis and decision-making.

Mingsen Du, Meng Chen, Yongjian Li

2025-05-07T17:10:40+00:00 ― 5 min read

Machine Learning Using Neural Operators to Solve PDEs

Neural operators simplify the solving process for complex partial differential equations.

Zan Ahmad, Shiyi Chen, Minglang Yin

2025-05-07T15:54:40+00:00 ― 6 min read

Computation and Language Improving Music Chat Understanding with AI

Research focuses on teaching computers to grasp music conversations.

Daeyong Kwon, SeungHeon Doh, Juhan Nam

2025-05-07T14:42:30+00:00 ― 5 min read

Biomolecules Advancements in Peptide Sequencing with DIANovo

DIANovo enhances peptide detection using deep learning techniques in complex biological samples.

Zheng Ma, Zeping Mao, Ruixue Zhang

2025-05-07T14:15:21+00:00 ― 4 min read

Machine Learning Enhancing Predictions While Preserving Privacy

A look into private prediction methods and the DaRRM algorithm.

Shuli Jiang, Qiuyi, Zhang

2025-05-07T12:32:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in 3D Model Creation Using Text

A new dataset transforms how we build 3D models from text.

Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama

2025-05-07T12:06:40+00:00 ― 6 min read

Machine Learning Improving Data Learning with Multi-Label Techniques

A new strategy to enhance machine learning through smart data selection methods.

Yuanyuan Qi, Jueqing Lu, Xiaohao Yang

2025-05-07T11:16:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Using Drones to Measure Grape Leaf Area

Drones and machine learning improve grapevine leaf area measurement.

Muhammad Waseem Akram, Marco Vannucci, Giorgio Buttazzo

2025-05-07T07:53:20+00:00 ― 5 min read

Computation and Language Addressing Bias in Content Moderation Models

Examining bias in content moderation and improving toxicity detection methods.

Haniyeh Ehsani Oskouie, Christina Chance, Claire Huang

2025-05-07T07:28:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Test-Time Training: Adapting Machines to New Data

Discover how Test-Time Training helps models adapt to changing image data.

Marco Colussi, Sergio Mascetti, Jose Dolz

2025-05-07T07:02:40+00:00 ― 6 min read

Machine Learning Introducing KASBA: A New Way to Cluster Time Series Data

KASBA offers a faster method for grouping similar time series observations efficiently.

Christopher Holder, Anthony Bagnall

2025-05-07T06:37:20+00:00 ― 4 min read

Machine Learning Federated Learning: A New Approach to Privacy in Machine Learning

Learn how federated learning keeps your data safe while improving machine learning models.

Allan M. de Souza, Filipe Maciel, Joahannes B. D. da Costa

2025-05-07T05:46:40+00:00 ― 6 min read

Machine Learning Improving Disaster Response with Satellite Technology

Satellites process data onboard for quicker disaster response.

Meghan Plumridge, Rasmus Maråk, Chiara Ceccobello

2025-05-07T05:21:20+00:00 ― 7 min read

Populations and Evolution Anomaly Detection: Spotting the Unusual in Nature and Tech

Learn how living beings and technology detect unusual patterns for safety.

Steven A. Frank

2025-05-07T05:00:20+00:00 ― 5 min read

Machine Learning Personalizing Tuberculosis Treatment: A New Approach

Adopting personalized methods can improve TB treatment outcomes significantly.

Ethan Wu, Caleb Ellington, Ben Lengerich

2025-05-07T04:35:39+00:00 ― 6 min read

Machine Learning STAR: A New Approach to AI Model Design

STAR automates AI model building for smarter and faster results.

Armin W. Thomas, Rom Parnichkun, Alexander Amini

2025-05-07T04:30:40+00:00 ― 7 min read

Machine Learning Advancing Analog Circuit Design with Automation

Combining advanced techniques streamlines analog circuit design for better efficiency.

Davide Basso, Luca Bortolussi, Mirjana Videnovic-Misic

2025-05-07T04:19:26+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Art of 3D Shape Assembly

Learn how machines are assembling 3D shapes more effectively.

Jiahan Li, Chaoran Cheng, Jianzhu Ma

2025-05-07T04:05:20+00:00 ― 6 min read

Machine Learning Peeking Inside Neural Networks with Network Inversion

Learn how network inversion reveals the decision-making process of neural networks.

Pirzada Suhail, Hao Tang, Amit Sethi

2025-05-07T03:14:40+00:00 ― 6 min read

Machine Learning New Method Improves Causal Analysis in Research

A new approach enhances understanding of causal effects across various fields.

Debo Cheng, Ziqi Xu, Jiuyong Li

2025-05-07T02:49:20+00:00 ― 4 min read

Machine Learning Kolmogorov-Arnold Networks: A New Era in Machine Learning

KANs tackle complex data challenges with fewer resources and innovative designs.

Divesh Basina, Joseph Raj Vishal, Aarya Choudhary

2025-05-07T01:55:08+00:00 ― 6 min read

Computer Vision and Pattern Recognition Addressing Data Uncertainty in Object Detection

Learn how researchers tackle data uncertainty for better object detection systems.

Peng Cui, Guande He, Dan Zhang

2025-05-07T01:33:20+00:00 ― 6 min read

Machine Learning The Impact of Low-Bit Quantization on Language Models

How low-bit quantization affects large language models during training.

Xu Ouyang, Tao Ge, Thomas Hartvigsen

2025-05-07T00:42:40+00:00 ― 6 min read

Methodology Simplifying Data Analysis with LOT and Wasserstein Distances

Learn how LOT and Wasserstein distances make data analysis easier and more effective.

Michael Wilson, Tom Needham, Anuj Srivastava

2025-05-06T23:14:37+00:00 ― 7 min read

Computer Vision and Pattern Recognition FabuLight-ASD: A Step Forward in Speaker Detection

FabuLight-ASD improves speaker detection by combining audio, visual, and body movement data.

Hugo Carneiro, Stefan Wermter

2025-05-06T23:07:54+00:00 ― 5 min read

Machine Learning Using Synthetic Data to Detect Depression

This article examines how synthetic data can aid in predicting depression.

Andrea Kang, Jun Yu Chen, Zoe Lee-Youngzie

2025-05-06T23:01:20+00:00 ― 6 min read

Machine Learning Innovative Model Transforms Chemical Reaction Analysis

A new approach improves predictions for chemical reactions in various fields.

Kaipeng Zeng, Xianbin Liu, Yu Zhang

2025-05-06T21:20:00+00:00 ― 4 min read

Machine Learning Advancing Causal Discovery with Bayesian Methods

New techniques improve the understanding of causal relationships in data analysis.

Anish Dhir, Ruby Sedgwick, Avinash Kori

2025-05-06T20:34:06+00:00 ― 7 min read

Optimization and Control Optimizing Solutions in Noisy Environments

A new method tackles challenges in optimization under uncertainty.

Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova

2025-05-06T20:32:24+00:00 ― 6 min read

Machine Learning Assessing Forest Carbon Stocks Using Remote Sensing

A look into remote sensing methods for estimating forest carbon storage.

Autumn Nguyen, Sulagna Saha

2025-05-06T20:29:20+00:00 ― 6 min read

Digital Libraries Improving Access to Academic Research through AI

Automating chapter classification for easier navigation of academic papers.

Bipasha Banerjee, William A. Ingram, Edward A. Fox

2025-05-06T19:38:40+00:00 ― 6 min read