Computer Science - Machine Learning

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Computer Vision and Pattern Recognition Advancements in Anime-Style Image Generation with NovelAI Diffusion V3

Exploring key enhancements in generating high-quality anime images using NovelAI Diffusion V3.

Juan Ossa, Eren Doğan, Alex Birch

2025-06-06T17:02:48+00:00 ― 5 min read

Signal Processing Advancements in Online Graph Learning Methods

A new method for real-time graph learning adapts efficiently to changing data.

Hector Chahuara, Gonzalo Mateos

2025-06-06T16:59:20+00:00 ― 5 min read

Machine Learning Evaluating Anomaly Detection Metrics for Better Insights

A study on the importance of evaluation metrics in anomaly detection.

Minjae Ok, Simon Klüttermann, Emmanuel Müller

2025-06-06T16:39:06+00:00 ― 5 min read

Machine Learning Estimating Sources of Stratospheric Aerosols from Volcanic Eruptions

A new approach to estimate volcanic aerosol sources and their climate effects.

J. Hart, I. Manickam, M. Gulian

2025-06-06T16:31:52+00:00 ― 7 min read

Machine Learning Improving Data Collection in AI with Auctions

A new auction-based method enhances the efficiency of collecting preference data for AI models.

Guoxi Zhang, Jiuding Duan

2025-06-06T16:19:36+00:00 ― 5 min read

Image and Video Processing Advancements in Diabetic Eye Disease Detection

Deep learning improves early detection of diabetic retinopathy and macular edema.

Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard

2025-06-06T16:10:45+00:00 ― 5 min read

Machine Learning Collaborative Inference at the Edge for Multi-View Classification

This approach improves efficiency and accuracy in analyzing data from multiple devices.

Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini

2025-06-06T15:59:36+00:00 ― 6 min read

Machine Learning Advancements in Inverse Constrained Reinforcement Learning

Machines learn constraints from expert behavior to improve decision-making.

Bo Yue, Jian Li, Guiliang Liu

2025-06-06T15:43:48+00:00 ― 6 min read

High Energy Physics - Theory Neural Networks in Conformal Field Theory

Exploring the role of neural networks in understanding conformal fields and phase transitions.

James Halverson, Joydeep Naskar, Jiahua Tian

2025-06-06T15:42:39+00:00 ― 7 min read

Machine Learning Advancements in Causal Inference with ps-BART Model

A new model improves treatment effect estimation in complex scenarios.

Hugo Gobato Souto, Francisco Louzada Neto

2025-06-06T15:41:48+00:00 ― 6 min read

Machine Learning Innovative Gradient Estimation for Federated Learning

A new method enhances gradient estimation while maintaining data privacy in federated learning.

Chenlin Wu, Xiaoyu He, Zike Li

2025-06-06T15:28:00+00:00 ― 4 min read

Machine Learning Advancements in Molecular Dynamics with GNN-SPIB

A new method integrates graph neural networks for enhanced molecular simulations.

Ziyue Zou, Dedi Wang, Pratyush Tiwary

2025-06-06T15:26:57+00:00 ― 6 min read

Materials Science Improving Material Simulations with Active Learning

Researchers enhance machine-learning models for better predictions of complex materials.

Kisung Kang, Thomas A. R. Purcell, Christian Carbogno

2025-06-06T15:19:06+00:00 ― 7 min read

Neurons and Cognition New Model Links Brain Structure and Function

A novel approach reveals connections between brain structure and cognitive functions.

Ziquan Wei, Tingting Dan, Jiaqi Ding

2025-06-06T15:05:33+00:00 ― 6 min read

Machine Learning Integrating Physics with Deep Learning Techniques

Combining physics models and deep learning to improve predictions and manage uncertainty.

Alex Glyn-Davies, Arnaud Vadeboncoeur, O. Deniz Akyildiz

2025-06-06T14:51:44+00:00 ― 5 min read

Computation and Language Evaluating AI Agents in Customer Support

A new method for assessing AI agents in customer support via test generation.

Samuel Arcadinho, David Aparicio, Mariana Almeida

2025-06-06T14:40:36+00:00 ― 5 min read

Image and Video Processing Advancements in Heart Imaging After Myocardial Infarction

New methods improve heart tissue assessment for better treatment decisions.

Franz Thaler, Darko Stern, Gernot Plank

2025-06-06T14:33:35+00:00 ― 5 min read

Machine Learning Neural Networks: A Practical Overview

Learn the basics of neural networks and their applications across various fields.

Martín Hernández, Enrique Zuazua

2025-06-06T14:01:40+00:00 ― 4 min read

Machine Learning Improving Reward Systems in Reinforcement Learning

This study presents BiMI to enhance reward systems in reinforcement learning.

Sukai Huang, Nir Lipovetzky, Trevor Cohn

2025-06-06T14:01:06+00:00 ― 6 min read

Optimization and Control Evolving Trade Dynamics in a Complex World

Examining new methods and factors affecting global trade patterns.

Thomas Gaskin, Marie-Therese Wolfram, Andrew Duncan

2025-06-06T13:11:36+00:00 ― 5 min read

Computation and Language Assessing Privacy Risks in Language Models

This benchmark evaluates privacy threats and defense mechanisms in NLP models.

Wei Huang, Yinggui Wang, Cen Chen

2025-06-06T12:34:12+00:00 ― 8 min read

Robotics Advancing Multi-UAV Pursuit-Evasion Strategies

Drones improve teamwork in capturing evader drones using AI learning.

Jiayu Chen, Chao Yu, Guosheng Li

2025-06-06T12:26:18+00:00 ― 5 min read

Trading and Market Microstructure Using K-NN Resampling to Simulate Limit Order Books

Learn how K-NN resampling can improve trading strategies using historical data.

Michael Giegrich, Roel Oomen, Christoph Reisinger

2025-06-06T12:21:32+00:00 ― 5 min read

Machine Learning E2Tree: A Clearer Path in Ensemble Learning

E2Tree enhances explainability in ensemble models, improving insights into decision-making processes.

Massimo Aria, Agostino Gnasso, Carmela Iorio

2025-06-06T11:31:28+00:00 ― 6 min read

Machine Learning How LLMs Learn: Insights from Attention Patterns

This study uncovers how LLMs adapt their learning through attention patterns.

Yang Zhao, Li Du, Xiao Ding

2025-06-06T11:07:18+00:00 ― 6 min read

Computation and Language The Rise of Small Language Models

Small language models are changing how technology works in everyday devices.

Zhenyan Lu, Xiang Li, Dongqi Cai

2025-06-06T10:35:42+00:00 ― 7 min read

Machine Learning Unified Training-Free Guidance: A New Approach in Generative Models

Introducing TFG, a method that simplifies conditional generation in diverse applications.

Haotian Ye, Haowei Lin, Jiaqi Han

2025-06-06T09:56:12+00:00 ― 6 min read

Machine Learning Harnessing Generative AI for Electric Vehicles

Exploring how generative AI can improve the Internet of Electric Vehicles.

Hanwen Zhang, Dusit Niyato, Wei Zhang

2025-06-06T09:48:18+00:00 ― 7 min read

Sound Advancing Violin Sound Synthesis with ViolinDiff

ViolinDiff enhances the realism of computer-generated violin music.

Daewoong Kim, Hao-Wen Dong, Dasaem Jeong

2025-06-06T09:42:05+00:00 ― 5 min read

Machine Learning Improving Interpretability in Neural Networks

A new method enhances the grouping of neural networks for better understanding.

Satvik Golechha, Dylan Cope, Nandi Schoots

2025-06-06T09:40:24+00:00 ― 5 min read

Computation and Language Combatting Online Fraud with AI

A look at how AI detects and analyzes online fraud.

Antonis Papasavva, Shane Johnson, Ed Lowther

2025-06-06T09:08:48+00:00 ― 8 min read

Computation and Language Introducing DiaSynth: A Tool for Generating Realistic Dialogues

DiaSynth creates high-quality dialogues for effective training of conversational systems.

Sathya Krishnan Suresh, Wu Mengjun, Tushar Pranav

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

Computer Vision and Pattern Recognition Advancements in HD Map Construction for Self-Driving Cars

MemFusionMap improves real-time HD mapping using past frame information.

Jingyu Song, Xudong Chen, Liupei Lu

2025-06-06T08:53:00+00:00 ― 7 min read

Machine Learning Detecting Hallucinations in Language Models

A new framework improves detection of false outputs in language models using unlabeled data.

Xuefeng Du, Chaowei Xiao, Yixuan Li

2025-06-06T08:37:12+00:00 ― 5 min read

Machine Learning MathDSL: A New Tool for Solving Math Problems

MathDSL simplifies mathematical problem-solving for computers and enhances educational tools.

Sagnik Anupam, Maddy Bowers, Omar Costilla-Reyes

2025-06-06T08:21:24+00:00 ― 5 min read

Machine Learning Advances in Context-Aware Activity Recognition

A new method improves how smartphones recognize user activities.

Wen Ge, Guanyi Mou, Emmanuel O. Agu

2025-06-06T07:49:48+00:00 ― 5 min read

Artificial Intelligence Improving Efficiency in Large Language Models

A new method enhances LLM performance while reducing complexity.

Gongfan Fang, Hongxu Yin, Saurav Muralidharan

2025-06-06T07:41:54+00:00 ― 7 min read

Computation and Language A New Approach to Improving Model Performance with Augmented Data

This framework enhances model performance by addressing low-quality augmented data.

Guanyi Mou, Yichuan Li, Kyumin Lee

2025-06-06T07:26:06+00:00 ― 6 min read

Machine Learning Advanced Target Tracking in Sensor Networks

New distributed methods enhance target tracking while reducing energy costs.

Xingchi Liu, Lyudmila Mihaylova, Jemin George

2025-06-06T07:21:08+00:00 ― 5 min read

Cryptography and Security Evaluating AI Models with Survival Analysis

Assessing AI performance using survival analysis for reliability against challenges.

Charles Meyers, Mohammad Reza Saleh Sedghpour, Tommy Löfstedt

2025-06-06T06:31:04+00:00 ― 7 min read