Machine Learning

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 Science - Machine Learning

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