Computer Science - Artificial Intelligence

Machine LearningAdvancements 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

Multiagent SystemsAgentTorch: A New Framework for Agent-Based Modeling

AgentTorch enhances agent-based modeling, simulating complex behaviors in large populations.

Ayush Chopra, Shashank Kumar, Nurullah Giray-Kuru

2025-06-12T06:25:30+00:00 ― 6 min read

Artificial IntelligenceEvaluating 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 LearningImproving 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

Computer Vision and Pattern RecognitionAdvancing Implicit Neural Representations for Image Processing

A new method improves feature transfer in implicit neural representations for images.

Kushal Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute

2025-06-12T05:14:24+00:00 ― 6 min read

Computer Vision and Pattern RecognitionImproving Visual Language Models with Text Guidance

A new method enhances how machines analyze images using text.

Dawei Yan, Pengcheng Li, Yang Li

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

Computer Vision and Pattern RecognitionAssessing 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 LearningImproving 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 IntelligenceNew 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

RoboticsVernaCopter: Advancing Robot Command Clarity

A new planner improves how robots understand spoken commands using formal specifications.

Teun van de Laar, Zengjie Zhang, Shuhao Qi

2025-06-12T04:19:06+00:00 ― 7 min read

Computer Vision and Pattern RecognitionAI Advances in Skin Disease Diagnosis

AI tools show promise in improving skin disease diagnostic accuracy.

Xin Hu, Janet Wang, Jihun Hamm

2025-06-12T03:55:24+00:00 ― 6 min read

Cryptography and SecurityNavigating Security in Deep Learning Models

Deep learning models face significant security challenges that need addressing for safe use.

Jamal Al-Karaki, Muhammad Al-Zafar Khan, Mostafa Mohamad

2025-06-12T03:47:30+00:00 ― 5 min read

Machine LearningAdvancements 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

Computation and LanguageCreating Safe Synthetic Clinical Letters for Research

This project generates synthetic clinical letters to protect patient privacy in research.

Libo Ren, Samuel Belkadi, Lifeng Han

2025-06-12T03:15:54+00:00 ― 5 min read

Computer Vision and Pattern RecognitionTowards Interpretable Semantic Segmentation with Prototypes

This method enhances interpretability in semantic segmentation using prototypes and multi-scale representation.

Hugo Porta, Emanuele Dalsasso, Diego Marcos

2025-06-12T03:08:00+00:00 ― 5 min read

Artificial IntelligenceIdentifying Minimal Unsatisfiable Cores in Temporal Logic

A new method for finding minimal unsatisfiable cores in linear temporal logic.

Antonio Ielo, Giuseppe Mazzotta, Rafael Peñaloza

2025-06-12T02:52:12+00:00 ― 5 min read

Machine LearningNew Method for Counterfactual Explanations in Time-Series Data

A fresh approach to generating meaningful explanations for time-series data analysis.

Qi Huang, Sofoklis Kitharidis, Thomas Bäck

2025-06-12T02:04:48+00:00 ― 6 min read

Computer Vision and Pattern RecognitionThe Impact of Labeling on Machine Learning Performance

This article highlights how label variations affect machine learning models.

David Tschirschwitz, Volker Rodehorst

2025-06-12T01:09:30+00:00 ― 7 min read

Computer Vision and Pattern RecognitionSmart Feeding System for Tilapia Fish

A tech-driven approach to optimize fish feeding and enhance aquaculture sustainability.

Rania Hossam, Ahmed Heakl, Walid Gomaa

2025-06-12T00:55:30+00:00 ― 5 min read

Computer Vision and Pattern RecognitionAMBER: A New Model for Hyperspectral Image Analysis

AMBER outperforms CNNs in classifying hyperspectral images, showcasing improved accuracy.

Andrea Dosi, Massimo Brescia, Stefano Cavuoti

2025-06-12T00:53:42+00:00 ― 6 min read

Numerical AnalysisA New Approach to Solving PDEs

Combining traditional methods with AI to enhance PDE solutions.

Xiaodong Feng, Haojiong Shangguan, Tao Tang

2025-06-12T00:35:09+00:00 ― 6 min read

Machine LearningAdvancements in Symbolic Regression with Language Models

A new method enhances symbolic regression using language models for better data analysis.

Arya Grayeli, Atharva Sehgal, Omar Costilla-Reyes

2025-06-12T00:30:00+00:00 ― 6 min read

Machine LearningUsing Matrix Profile for Anomaly Detection in Data

Learn how Matrix Profile detects anomalies in multidimensional time series data.

Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini

2025-06-11T23:50:30+00:00 ― 7 min read

Computation and LanguageIntroducing the ESC-GCN Model for Relation Extraction

A new model for better relation extraction using syntax and context.

Xin Wang, Xinyi Bai

2025-06-11T23:26:48+00:00 ― 5 min read

Cryptography and SecuritySecurity Challenges in Smart Contracts

Examining smart contract vulnerabilities and the role of language models in detection.

Md Tauseef Alam, Raju Halder, Abyayananda Maiti

2025-06-11T23:18:54+00:00 ― 5 min read

Computation and LanguageChallenges in Detecting Data Contamination in LLMs

This article examines methods for detecting data contamination in large language models.

Vinay Samuel, Yue Zhou, Henry Peng Zou

2025-06-11T22:39:24+00:00 ― 6 min read

Computation and LanguageAdvancements in Language Models for Contextual Accuracy

A new model improves language understanding and reduces misinformation.

Xuan-Phi Nguyen, Shrey Pandit, Senthil Purushwalkam

2025-06-11T22:23:36+00:00 ― 6 min read

Computer Vision and Pattern RecognitionImproving Road Asset Detection with REG Method

A new method enhances detection of road assets by addressing class imbalance.

Teerapong Panboonyuen

2025-06-11T21:12:30+00:00 ― 5 min read

Portfolio ManagementEnhancing Portfolio Optimization with Machine Learning

Discover how machine learning improves investment decisions through better predictions.

Junhyeong Lee, Inwoo Tae, Yongjae Lee

2025-06-11T19:55:56+00:00 ― 6 min read

Computer Vision and Pattern RecognitionNew Method for Detecting Abnormal Events in Videos

A novel method combines multiple features for improved video anomaly detection.

Darshan Venkatrayappa

2025-06-11T19:53:30+00:00 ― 5 min read

Computer Vision and Pattern RecognitionA New Approach to Multiple Rotation Averaging

This method estimates orientations without labeled data using deep learning.

Shiqi Li, Jihua Zhu, Yifan Xie

2025-06-11T19:29:48+00:00 ― 5 min read

Computer Vision and Pattern RecognitionImproving AI's Adaptability with DARDA

DARDA enhances deep learning models' ability to adapt to changing data conditions.

Shahriar Rifat, Jonathan Ashdown, Francesco Restuccia

2025-06-11T18:58:12+00:00 ― 6 min read

Computation and LanguageAnalyzing Toxicity in Political Discussions on Social Media

This study assesses language models in classifying political content toxicity.

Bastián González-Bustamante

2025-06-11T18:42:24+00:00 ― 5 min read

Machine LearningImproving Fairness in Multi-Output Machine Learning

This paper presents a method to enhance fairness in multi-output machine learning models.

Gang Li, Qihang Lin, Ayush Ghosh

2025-06-11T18:21:36+00:00 ― 6 min read

Artificial IntelligenceAdvancements in Air Traffic Control Using AI Agents

AI agents enhance air traffic management by handling conflicts and learning from experiences.

Justas Andriuškevičius, Junzi Sun

2025-06-11T18:18:42+00:00 ― 8 min read

Computation and LanguageAdvancements in Treatment for Rare Gynecological Tumors

New technologies aim to improve care for patients with rare gynecological cancers.

Jacqueline Lammert, Nicole Pfarr, Leonid Kuligin

2025-06-11T17:31:32+00:00 ― 6 min read

Human-Computer InteractionA New Approach to Reflective Writing

A system empowers users to control their reflective writing process.

Inhwa Song, SoHyun Park, Sachin R. Pendse

2025-06-11T17:31:18+00:00 ― 5 min read

Machine LearningKolmogorov-Arnold Networks: A New Approach in Machine Learning

Discover how KANs offer an efficient alternative to traditional neural networks.

Haihong Guo, Fengxin Li, Jiao Li

2025-06-11T17:23:24+00:00 ― 5 min read

Machine LearningCOSCO: A New Approach to Few-Shot Learning in Time Series Classification

Introducing COSCO, a framework enhancing classification accuracy with limited data.

Jesus Barreda, Ashley Gomez, Ruben Puga

2025-06-11T16:59:42+00:00 ― 5 min read

Human-Computer InteractionAACess-Talk: Bridging Communication for MVA Children

A new tool helps minimally verbal autistic children communicate better with their parents.

Dasom Choi, SoHyun Park, Kyungah Lee

2025-06-11T16:51:48+00:00 ― 6 min read