Computer Science - Machine Learning

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Machine Learning SSCDL: A New Way to Learn from Graphs

Discover how SSCDL improves graph analysis and data connection understanding.

Jie Chen, Hua Mao, Yuanbiao Gou

2025-05-17T06:52:00+00:00 ― 6 min read

Computation and Language Balancing Fairness and Accuracy in LLMs

Researchers tackle bias in language models using a new approach.

Qingquan Zhang, Qiqi Duan, Bo Yuan

2025-05-17T06:26:40+00:00 ― 6 min read

Machine Learning Streamlining Language Models with AutoMixQ

A new method to optimize large language models efficiently.

Changhai Zhou, Shiyang Zhang, Yuhua Zhou

2025-05-17T03:54:40+00:00 ― 7 min read

Machine Learning Introducing the Adaptable Embeddings Network for Text Classification

AEN offers efficient text classification with low processing demands.

Stan Loosmore, Alexander Titus

2025-05-17T01:48:00+00:00 ― 12 min read

Signal Processing Revolutionizing Three-Phase Motor Diagnostics with Machine Learning

Machine learning offers a new way to diagnose issues in three-phase motors.

Stepan Svirin, Artem Ryzhikov, Saraa Ali

2025-05-17T00:34:12+00:00 ― 7 min read

Machine Learning Rethinking Evaluation Methods for Language Models

A new framework for assessing language models amid task ambiguities.

Luke Guerdan, Hanna Wallach, Solon Barocas

2025-05-17T00:06:40+00:00 ― 5 min read

Cryptography and Security The Hidden Risks of Language Models

Language models show impressive abilities but also significant vulnerabilities we need to address.

Sanjay Das, Swastik Bhattacharya, Souvik Kundu

2025-05-16T23:41:20+00:00 ― 5 min read

Machine Learning Understanding Visual Reasoning with IPRM

Learn how IPRM enhances visual reasoning for better problem-solving.

Shantanu Jaiswal, Debaditya Roy, Basura Fernando

2025-05-16T22:50:40+00:00 ― 5 min read

Computation and Language Examining Gender Bias in Language Models

A closer look at gender bias in large language models and its implications.

Tetiana Bas

2025-05-16T22:00:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Addressing Data Poisoning in Machine Learning

A new method to detect and fix data poisoning in machine learning models.

Wenjie Li, Jiawei Li, Christian Schroeder de Witt

2025-05-16T21:34:40+00:00 ― 6 min read

Machine Learning RAG System: A New Way to Answer Questions

A system designed to provide quick answers about Pittsburgh and CMU.

Haojia Sun, Yaqi Wang, Shuting Zhang

2025-05-16T19:53:20+00:00 ― 7 min read

Machine Learning DNAMite: A New Model for Health Predictions

DNAMite offers clearer health predictions while enhancing doctor-patient trust.

Mike Van Ness, Billy Block, Madeleine Udell

2025-05-16T18:40:05+00:00 ― 5 min read

Data Structures and Algorithms Protecting Privacy in Data Analysis with String Distances

Learn how string distances can aid privacy in sensitive data analysis.

Jerry Yao-Chieh Hu, Erzhi Liu, Han Liu

2025-05-16T15:59:34+00:00 ― 6 min read

Cryptography and Security AI Security Threats: Safeguarding Our Future

Learn about AI threats and how to protect sensitive data.

Sarbartha Banerjee, Prateek Sahu, Mulong Luo

2025-05-16T13:33:20+00:00 ― 5 min read

Machine Learning Understanding the Graph-Dictionary Signal Model

A tool for making sense of complex data relationships.

William Cappelletti, Pascal Frossard

2025-05-16T13:19:03+00:00 ― 6 min read

Artificial Intelligence AdaptAgent: A New Way for Web Agents to Learn

AdaptAgent helps web agents learn tasks using fewer demonstrations.

Gaurav Verma, Rachneet Kaur, Nishan Srishankar

2025-05-16T13:08:00+00:00 ― 7 min read

Machine Learning The Role of Fake Electronic Health Records in Research

Fake EHRs help in research and protect patient data.

Hojjat Karami, David Atienza, Anisoara Ionescu

2025-05-16T11:52:00+00:00 ― 7 min read

Machine Learning A Simple Guide to Optimization Algorithms

Learn about popular optimization algorithms in machine learning and their unique features.

Carlos Heredia

2025-05-16T11:43:24+00:00 ― 7 min read

Quantitative Methods New Camera Trap Technology for Insect Monitoring

Innovative traps use AI to monitor insects with high accuracy.

Ross Gardiner, Sareh Rowands, Benno I. Simmons

2025-05-16T11:00:44+00:00 ― 6 min read

Machine Learning Understanding Causal Discovery with LOVO

A new method for assessing causal discovery through variable exclusion.

Daniela Schkoda, Philipp Faller, Patrick Blöbaum

2025-05-16T10:38:32+00:00 ― 7 min read

Machine Learning The Impact of Nosing on Tube Manufacturing

Discover how nosing and machine learning improve tube wall thickness.

Sasa Ilic, Abdulkerim Karaman, Johannes Pöppelbaum

2025-05-16T10:10:40+00:00 ― 6 min read

Networking and Internet Architecture Adapting Edge Caching for Dynamic Content

Learn how adaptive caching improves access to content in real-time.

Farnaz Niknia, Ping Wang

2025-05-16T08:59:36+00:00 ― 5 min read

Machine Learning Machine Unlearning: Balancing Privacy and Performance

Exploring how machines forget data while maintaining privacy and function.

Àlex Pujol Vidal, Anders S. Johansen, Mohammad N. S. Jahromi

2025-05-16T08:29:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Understanding WiFi-Based Human Activity Recognition

Using WiFi signals to recognize human activities beyond internet access.

Julian Strohmayer, Rafael Sterzinger, Matthias Wödlinger

2025-05-16T06:48:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Video Quality in Fluorescence Guided Surgery

Enhancing visibility in surgical procedures using advanced video denoising techniques.

Trevor Seets, Andreas Velten

2025-05-16T06:23:50+00:00 ― 7 min read

Machine Learning Understanding Causality in Time Series Analysis

Exploring how events influence each other over time using new models.

Riya Mahesh, Rahul Vashisht, Chandrashekar Lakshminarayanan

2025-05-16T05:57:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition BelHouse3D: Transforming 3D Indoor Scene Segmentation

A synthetic dataset designed for better machine understanding of indoor environments.

Umamaheswaran Raman Kumar, Abdur Razzaq Fayjie, Jurgen Hannaert

2025-05-16T05:32:00+00:00 ― 8 min read

Machine Learning RobustCRF: Strengthening Graph Neural Networks Against Attacks

RobustCRF enhances GNN resilience while maintaining performance in real-world applications.

Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer

2025-05-16T05:17:30+00:00 ― 6 min read

Information Theory The Impact of LEO Satellites on Internet Connectivity

LEO satellites enhance global internet access and face unique management challenges.

Qianqian Zhang, Ye Hu, Minchae Jung

2025-05-16T04:43:04+00:00 ― 5 min read

Computers and Society Conversations with AI: A Deep Dive

Exploring how AI engages in profound discussions about consciousness and spirituality.

Murray Shanahan, Beth Singler

2025-05-16T04:16:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Vision-Language Models for Task Understanding

Researchers test models on understanding action sequences through a new video dataset.

Evžen Wybitul, Evan Ryan Gunter, Mikhail Seleznyov

2025-05-16T02:34:40+00:00 ― 6 min read

Machine Learning How Large Language Models Impact Social Media Engagement

Exploring the role of LLMs in creating engaging social media content.

Erica Coppolillo, Federico Cinus, Marco Minici

2025-05-16T01:44:00+00:00 ― 5 min read

Computation and Language Advancements in Speculative Decoding for Language Models

A closer look at how speculative decoding boosts language model performance.

Hyun Ryu, Eric Kim

2025-05-16T00:28:00+00:00 ― 6 min read

Numerical Analysis Integrating Machine Learning and Mathematics for Better Solutions

A new approach combines machine learning with traditional methods for solving complex math problems.

L. M. Kreusser, H. E. Lockyer, E. H. Müller

2025-05-15T23:06:48+00:00 ― 6 min read

Numerical Analysis Advancements in Convection-Dominated Problem Solving

Innovative approaches enhance solutions for convection-dominated challenges.

Thivin Anandh, Divij Ghose, Himanshu Jain

2025-05-15T21:42:44+00:00 ― 7 min read

Machine Learning Scaling Challenges in Neural Network Training

Examining the impact of hardware and communication on deep learning efficiency.

Jared Fernandez, Luca Wehrstedt, Leonid Shamis

2025-05-15T19:24:00+00:00 ― 13 min read

Computer Vision and Pattern Recognition New Method Enhances AI Decision-Making Clarity

MEGL combines visuals and text for clearer AI explanations.

Yifei Zhang, Tianxu Jiang, Bo Pan

2025-05-15T18:58:40+00:00 ― 7 min read

Information Retrieval Inside News Recommendation Systems: Aureus Unpacked

Discover how Aureus transforms news reading with smart recommendations.

Karol Radziszewski, Piotr Ociepka

2025-05-15T18:08:00+00:00 ― 6 min read

Software Engineering Evaluating Language Models for Coding Assistance

Assessing language models' effectiveness in coding tasks with new benchmarks.

Nidhish Shah, Zulkuf Genc, Dogu Araci

2025-05-15T17:42:40+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Image Generation with Self-Attention

A new approach enhances text-to-image models using self-attention for better results.

Jeeyung Kim, Erfan Esmaeili, Qiang Qiu

2025-05-15T16:01:20+00:00 ― 6 min read