Computer Science - Machine Learning

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Quantum Physics Harnessing Quantum Power for Climate Predictions

QK-LSTM model improves climate forecasting accuracy using quantum techniques.

Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li

2025-03-13T05:35:00+00:00 ― 8 min read

Latest Articles

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Cryptography and Security Securing Federated Learning with Exclaves

Learn how exclaves enhance privacy and integrity in federated learning models.

Jinnan Guo, Kapil Vaswani, Andrew Paverd

2025-03-12T22:28:12+00:00 ― 6 min read

Machine Learning Predicting EV Charging Patterns in Prague

A study on predicting electric vehicle charging needs in urban areas.

Marek Miltner, Jakub Zíka, Daniel Vašata

2025-03-12T20:03:45+00:00 ― 6 min read

Machine Learning Aligning AI: Tackling the Challenge of Human Values

Learn how researchers are improving AI alignment with human values through innovative methods.

Shambhavi Krishna, Aishwarya Sahoo

2025-03-12T19:15:36+00:00 ― 6 min read

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mobile Video Creation: A New Era

Discover how mobile devices are transforming video generation for everyone.

Yushu Wu, Zhixing Zhang, Yanyu Li

2025-03-12T16:03:00+00:00 ― 6 min read

Machine Learning A New Way to Assess System Reliability

A hybrid framework improves failure prediction in complex systems.

Xingyu Xiao, Peng Chen

2025-03-12T15:14:51+00:00 ― 6 min read

Machine Learning Revolutionizing AI Fine-Tuning with OP-LoRA

OP-LoRA enhances AI models for specific tasks, improving efficiency and performance.

Piotr Teterwak, Kate Saenko, Bryan A. Plummer

2025-03-12T11:14:06+00:00 ― 5 min read

Machine Learning Neural Operators: A New Tool for Science

Learn how neural operators transform scientific computing and solve complex problems.

Jean Kossaifi, Nikola Kovachki, Zongyi Li

2025-03-12T09:37:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bringing Clarity: Merging Visible and Infrared Images

A new method enhances image fusion for better detail and clarity.

Ferhat Can Ataman, Gözde Bozdaği Akar

2025-03-12T08:58:12+00:00 ― 6 min read

Machine Learning Generative AI: Transforming Healthcare Delivery

Generative AI is reshaping how healthcare is delivered, enhancing communication and research.

Divya Shanmugam, Monica Agrawal, Rajiv Movva

2025-03-12T07:13:21+00:00 ― 6 min read

Machine Learning AdvPrefix: A New Approach to Language Model Jailbreaking

AdvPrefix improves how we interact with language models, making them more effective.

Sicheng Zhu, Brandon Amos, Yuandong Tian

2025-03-12T06:25:12+00:00 ― 6 min read

Information Retrieval Revolutionizing Regulatory Information Retrieval

MST-R enhances search systems for regulatory documents, improving precision and efficiency.

Yash Malviya, Karan Dhingra, Maneesh Singh

2025-03-12T04:00:45+00:00 ― 7 min read

Machine Learning Clear Choices: The Future of Computer Decision-Making

New method helps computers explain decisions in understandable ways.

Federico Ruggeri, Gaetano Signorelli

2025-03-12T03:12:36+00:00 ― 5 min read

Machine Learning Social Media: The Key to Sports Viewership Predictions

Learn how social media impacts predicting sports event viewership.

Anakin Trotter

2025-03-12T01:36:18+00:00 ― 9 min read

Computation and Language The Truth About Large Language Models

An overview of what large language models really are and their capabilities.

Murray Shanahan

2025-03-11T23:11:51+00:00 ― 5 min read

Machine Learning Revamping Decision-Making with Off-Policy Evaluation

Learn how off-policy evaluation shapes safer decision-making across various fields.

Aishwarya Mandyam, Shengpu Tang, Jiayu Yao

2025-03-11T21:46:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition UnPIC: A New Way to Create 3D Views

UnPIC transforms 2D images into stunning 3D representations with ease.

Rishabh Kabra, Drew A. Hudson, Sjoerd van Steenkiste

2025-03-11T21:35:33+00:00 ― 7 min read

Signal Processing Biochar: A Bright Solution for Climate Change

Biochar production is gaining traction as a powerful tool against climate change.

Marius Köppel, Niklas Witzig, Tim Klausmann

2025-03-11T18:09:54+00:00 ― 6 min read

Machine Learning Mastering Multiclass Classification: Techniques and Challenges

Explore multiclass classification, challenges, and powerful boosting techniques.

Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi

2025-03-11T16:41:01+00:00 ― 6 min read

Machine Learning The Future of Generative Modeling: A Leap Forward

New method boosts generative modeling efficiency without sacrificing quality.

Jaehyeon Kim, Taehong Moon, Keon Lee

2025-03-11T14:22:12+00:00 ― 5 min read

Signal Processing Revolutionizing Neoplasm Diagnosis with ECG

Discover how ECGs can aid in diagnosing neoplasms effectively and non-invasively.

Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff

2025-03-11T13:13:48+00:00 ― 5 min read

Machine Learning The Art of Blending Data in AI Training

Discover how diffusion processes improve AI learning through clean and noisy data blending.

Yair Schiff, Subham Sekhar Sahoo, Hao Phung

2025-03-11T12:45:54+00:00 ― 6 min read

Machine Learning A Structured Approach to Generative Models

Learn how structured training improves machine learning models and their accuracy.

Santiago Aranguri, Francesco Insulla

2025-03-11T11:35:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Classification with Multi-Head Encoding

Multi-Head Encoding transforms extreme label classification into a manageable task.

Daojun Liang, Haixia Zhang, Dongfeng Yuan

2025-03-11T11:09:36+00:00 ― 6 min read

Machine Learning Making AI Models Lighter and Smarter

Research finds ways to reduce AI model size while maintaining accuracy.

Meyer Scetbon, James Hensman

2025-03-11T06:30:39+00:00 ― 5 min read

Numerical Analysis Decoding Credit Spreads in Bond Markets

Learn how credit spreads impact bond investing and prediction methods.

Yu Shao, Jiawen Bai, Yingze Hou

2025-03-11T05:20:50+00:00 ― 8 min read

Networking and Internet Architecture NetOrchLLM: The Future of Wireless Networks

NetOrchLLM improves wireless networks with smart coordination and efficient task management.

Asmaa Abdallah, Abdullatif Albaseer, Abdulkadir Celik

2025-03-11T04:44:24+00:00 ― 6 min read

Robotics Robots Learning Through Visual Demonstrations

Robots are being trained to learn tasks through visual cues and feedback.

Mattijs Baert, Sam Leroux, Pieter Simoens

2025-03-11T02:19:57+00:00 ― 8 min read

Machine Learning Understanding Knowledge Graphs: A Comprehensive Overview

Learn how Knowledge Graphs organize data for better analysis and predictions.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-03-11T01:31:48+00:00 ― 6 min read

Machine Learning Understanding Clinical Decision-Making in Healthcare

Explore how patient history shapes treatment choices in healthcare.

Anton Matsson, Lena Stempfle, Yaochen Rao

2025-03-11T01:25:28+00:00 ― 6 min read

Machine Learning Transforming Data Queries with Text2Cypher

Simplifying data access through natural language with Text2Cypher.

Makbule Gulcin Ozsoy, Leila Messallem, Jon Besga

2025-03-10T22:19:12+00:00 ― 6 min read

Machine Learning Denoising Diffusion Models: A New Wave in AI

Explore how DDMs transform random noise into valuable data.

Christopher Williams, Andrew Campbell, Arnaud Doucet

2025-03-10T20:20:17+00:00 ― 6 min read

Machine Learning Memorization vs. Generalization in AI: A Double-Edged Sword

Explore the balance between memorization and generalization in machine learning.

Reza Bayat, Mohammad Pezeshki, Elvis Dohmatob

2025-03-10T15:15:06+00:00 ― 6 min read

Optimization and Control Boosting Bayesian Optimization with Latent Space Techniques

Discover how advanced methods enhance the search for optimal solutions.

Luo Long, Coralia Cartis, Paz Fink Shustin

2025-03-10T13:21:50+00:00 ― 5 min read

Machine Learning Life-Saving Fall Detection Systems for Seniors

New technologies aim to reduce fall-related injuries among older adults.

Lingyun Wang, Deqi Su, Aohua Zhang

2025-03-10T11:05:06+00:00 ― 7 min read

Computation and Language Transforming Financial Reporting with SusGen Tools

New NLP tools enhance ESG reporting in finance.

Qilong Wu, Xiaoneng Xiang, Hejia Huang

2025-03-10T10:29:00+00:00 ― 6 min read

Machine Learning Paired Wasserstein Autoencoders: A New Way to Create

Learn how paired Wasserstein autoencoders generate images based on specific conditions.

Moritz Piening, Matthias Chung

2025-03-10T10:09:55+00:00 ― 6 min read

Machine Learning Revolutionizing AI Training: The Mixture-of-Experts Approach

Learn how Mixture-of-Experts is making AI model training more efficient and cost-effective.

Aditya Vavre, Ethan He, Dennis Liu

2025-03-10T08:40:39+00:00 ― 5 min read

Machine Learning Revolutionizing Warehouse Efficiency with Mixed Service Docks

A new algorithm improves warehouse dock management for loading and unloading trucks.

Yueyi Li, Mehrdad Mohammadi, Xiaodong Zhang

2025-03-10T08:02:10+00:00 ― 7 min read

Machine Learning Smart Algorithms Analyze Video Dynamics

Neural networks unlock insights into dynamic processes through video analysis.

Elisa Negrini, Almanzo Jiahe Gao, Abigail Bowering

2025-03-10T05:22:20+00:00 ― 6 min read

Machine Learning Robots Learn with Stability and Reliability

New methods improve robot learning by ensuring stable performance in changing environments.

Amin Abyaneh, Mahrokh G. Boroujeni, Hsiu-Chin Lin

2025-03-10T05:04:44+00:00 ― 6 min read

Machine Learning Navigating the Complex World of Classification

Explore how classification helps machines learn in high-dimensional data.

Jonathan García, Philipp Petersen

2025-03-09T23:59:33+00:00 ― 5 min read

Machine Learning TTAQ: The Future of Model Adaptation

Learn how TTAQ improves AI model efficiency and adaptability.

Junrui Xiao, Zhikai Li, Lianwei Yang

2025-03-09T23:51:00+00:00 ― 7 min read

Neurons and Cognition Rethinking Vision: New Insights from AI Models

Researchers uncover how AI mimics human vision through convolutional neural networks.

Yudi Xie, Weichen Huang, Esther Alter

2025-03-09T19:43:40+00:00 ― 6 min read

Machine Learning Saudi Arabia's Wind Energy Revolution

Saudi Arabia shifts focus to wind energy for a sustainable future.

Kesen Wang, Minwoo Kim, Stefano Castruccio

2025-03-09T18:54:22+00:00 ― 5 min read

Computation and Language Transforming Literature Reviews with AI

Exploring the role of large language models in literature review writing.

Shubham Agarwal, Gaurav Sahu, Abhay Puri

2025-03-09T16:37:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing License Plate Recognition with VehiclePaliGemma

Discover how VehiclePaliGemma is transforming license plate reading technology.

Nouar AlDahoul, Myles Joshua Toledo Tan, Raghava Reddy Tera

2025-03-09T14:13:12+00:00 ― 7 min read

Machine Learning Optimizing Data Representation with Johnson-Lindenstrauss Embedding

Learn how optimization is reshaping data representation techniques.

Nikos Tsikouras, Constantine Caramanis, Christos Tzamos

2025-03-09T13:49:11+00:00 ― 7 min read

Cryptography and Security Protecting Neural Networks with BlockDoor Watermarking

Learn how BlockDoor secures neural networks against backdoor attacks.

Yi Hao Puah, Anh Tu Ngo, Nandish Chattopadhyay

2025-03-09T12:36:54+00:00 ― 7 min read

Machine Learning Calibrating Models for Pandemic Predictions

Learn how model calibration can improve disease spread predictions.

Puhua Niu, Byung-Jun Yoon, Xiaoning Qian

2025-03-09T08:44:00+00:00 ― 5 min read

Machine Learning The Art of Generative Models: A Deep Dive

Discover how generative models create new data using unique approaches.

Zeeshan Patel, James DeLoye, Lance Mathias

2025-03-09T08:36:09+00:00 ― 7 min read

Machine Learning Raising the Bar in AI Math Skills

Researchers enhance language models for complex mathematical reasoning.

Hanning Zhang, Pengcheng Wang, Shizhe Diao

2025-03-09T06:59:51+00:00 ― 7 min read

Computers and Society Harnessing Human and Machine Wisdom for Better Predictions

A hybrid system combines human insights with machine forecasts for improved decision-making.

Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas

2025-03-09T02:10:57+00:00 ― 6 min read

Quantitative Methods Managing Diabetes: Reducing Emergency Visits

Study reveals insights to lower emergency visits among diabetes patients.

Javad M Alizadeh, Jay S Patel, Gabriel Tajeu

2025-03-09T02:07:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition SoftVQ-VAE: Transforming Image Generation

Discover how SoftVQ-VAE enhances image creation with efficiency and quality.

Hao Chen, Ze Wang, Xiang Li

2025-03-08T21:22:03+00:00 ― 6 min read

Quantum Physics Quantum Support Vector Machines: Transforming Finance

Discover how quantum techniques improve financial data analysis.

Seemanta Bhattacharjee, MD. Muhtasim Fuad, A. K. M. Fakhrul Hossain

2025-03-08T20:42:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing MS Lesion Segmentation with SegHeD+

SegHeD+ improves accuracy in identifying Multiple Sclerosis lesions.

Berke Doga Basaran, Paul M. Matthews, Wenjia Bai

2025-03-08T19:45:45+00:00 ― 5 min read

Machine Learning Improving Predictions in Tabular Regression with APAR

APAR enhances model performance in tabular data prediction tasks.

Hong-Wei Wu, Wei-Yao Wang, Kuang-Da Wang

2025-03-08T17:21:18+00:00 ― 6 min read

Machine Learning Listening to the Universe: Gravitational Waves

Discover how machine learning aids in detecting cosmic gravitational waves.

Rutuja Gurav, Isaac Kelly, Pooyan Goodarzi

2025-03-08T14:55:26+00:00 ― 6 min read

Machine Learning C3: A Game Changer in Congestion Control

C3 combines learning and verification to improve network congestion management.

Chenxi Yang, Divyanshu Saxena, Rohit Dwivedula

2025-03-08T14:08:42+00:00 ― 7 min read

Machine Learning Next-Generation Reservoir Computing: A Game Changer

Discover how NG-RC transforms predictions for complex systems.

Lyudmila Grigoryeva, Hannah Lim Jing Ting, Juan-Pablo Ortega

2025-03-08T14:07:40+00:00 ― 7 min read

Quantum Physics Quantum Kernels: The Future of Machine Learning

Discover how quantum computing transforms machine learning with quantum kernels.

Vivek Sabarad, T. S. Mahesh

2025-03-08T13:19:54+00:00 ― 8 min read

Machine Learning TinySubNets: A New Way to Learn

TinySubNets offers efficient continual learning for machines.

Marcin Pietroń, Kamil Faber, Dominik Żurek

2025-03-08T12:32:24+00:00 ― 5 min read

High Energy Physics - Phenomenology New Loss Function Optimizes Signal Detection in Particle Physics

A new approach enhances event classification, improving particle physics research outcomes.

Jai Bardhan, Cyrin Neeraj, Subhadip Mitra

2025-03-08T12:32:08+00:00 ― 5 min read

Quantum Physics Unlocking the Potential of Single-Qubit Quantum Neural Networks

A simple overview of Single-Qubit Quantum Neural Networks and their impact.

Leandro C. Souza, Bruno C. Guingo, Gilson Giraldi

2025-03-08T11:44:22+00:00 ― 6 min read

Machine Learning RWKV Models: The Lightweight Language Solution

Discover how RWKV models reshape language processing for low-power devices.

Wonkyo Choe, Yangfeng Ji, Felix Xiaozhu Lin

2025-03-08T10:56:06+00:00 ― 6 min read

Quantum Physics Predicting Molecular Excitement with Quantum Neural Networks

Scientists use Quantum Neural Networks to predict eager molecular states efficiently.

Manuel Hagelüken, Marco F. Huber, Marco Roth

2025-03-08T10:08:50+00:00 ― 5 min read

Machine Learning PINTO: A New Way to Solve Math Problems

Discover how PINTO reshapes solving complex boundary value math problems.

Sumanth Kumar Boya, Deepak Subramani

2025-03-08T09:21:04+00:00 ― 6 min read

Computation and Language Harnessing Language Models to Transform Healthcare

Discover how language models are reshaping patient care and predictions in medicine.

Zeljko Kraljevic, Joshua Au Yeung, Daniel Bean

2025-03-08T09:19:48+00:00 ― 7 min read

Solar and Stellar Astrophysics How Machine Learning is Changing Astronomy

Discover how machine learning helps scientists understand stars better and faster.

Vojtěch Cvrček, Martino Romaniello, Radim Šára

2025-03-08T08:33:18+00:00 ― 6 min read

Machine Learning Protecting Music in the Age of AI

Watermarking techniques shield artists' rights in music generation with AI.

Pascal Epple, Igor Shilov, Bozhidar Stevanoski

2025-03-08T06:16:12+00:00 ― 7 min read

Machine Learning The Future of Driver Identification: Real-World Solutions

Unlocking driver identification technology for safer, personalized driving experiences.

Mattia Fanan, Davide Dalle Pezze, Emad Efatinasab

2025-03-08T05:19:03+00:00 ― 5 min read

Machine Learning Clear Paths in Processor Design

Discover how Fuzzy Neural Networks improve processor design with clarity and speed.

Hanwei Fan, Ya Wang, Sicheng Li

2025-03-08T03:42:45+00:00 ― 8 min read

Machine Learning Targeted Behavior Attacks on AI: A Growing Concern

Manipulating AI behavior poses serious risks in advanced systems.

Fengshuo Bai, Runze Liu, Yali Du

2025-03-07T22:53:51+00:00 ― 6 min read

Sound Revolutionizing Audio: The ZeroBAS Method

Transforming mono audio into immersive binaural experiences with innovative techniques.

Alon Levkovitch, Julian Salazar, Soroosh Mariooryad

2025-03-07T20:24:00+00:00 ― 7 min read

Machine Learning Large Language Models in Time Series Analysis

Discover how LLMs are shaping time series data insights.

Francis Tang, Ying Ding

2025-03-07T15:40:30+00:00 ― 6 min read

Image and Video Processing Revolutionizing CT Imaging with 2DeteCT Dataset

New dataset enables better comparisons of CT reconstruction algorithms.

Maximilian B. Kiss, Ander Biguri, Zakhar Shumaylov

2025-03-07T15:27:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Tissue Detection with MEATRD

New method improves detection of abnormal tissue regions in medical research.

Kaichen Xu, Qilong Wu, Yan Lu

2025-03-07T14:56:22+00:00 ― 4 min read

Machine Learning FTC-GNN: Speeding Up Graph Neural Networks

FTC-GNN revolutionizes GNN performance through efficient core integration.

Ka Wai Wu

2025-03-07T14:52:21+00:00 ― 8 min read