Latest Articles for Machine Learning

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

Information Retrieval Streamlining Dense Retrieval with Static Pruning

Discover how static pruning can improve information retrieval efficiency and quality.

Federico Siciliano, Francesca Pezzuti, Nicola Tonellotto

2025-03-10T12:41:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Future of Sound in Video

Discover how AI can transform sound design in videos and games.

Sudha Krishnamurthy

2025-03-10T12:33:18+00:00 ― 5 min read

Computer Vision and Pattern Recognition Streamlined Dataset Distillation: A New Approach

A new method improves dataset distillation for efficient image recognition.

Xinhao Zhong, Shuoyang Sun, Xulin Gu

2025-03-10T10:16:57+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

Computation and Language Transforming Malayalam: A New Tool for Transliteration

A model designed to convert Romanized Malayalam into its native script.

Bajiyo Baiju, Kavya Manohar, Leena G Pillai

2025-03-10T09:28:48+00:00 ― 5 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

Computer Vision and Pattern Recognition Optimizing Dataset Distillation with Conditional Mutual Information

A new method to create efficient synthetic datasets for deep learning models.

Xinhao Zhong, Bin Chen, Hao Fang

2025-03-10T07:52:30+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

Computation and Language Fast and Effective Text Classification: Meet LFTC

A new model for quick and efficient text classification in low-resource environments.

Yanxu Mao, Peipei Liu, Tiehan Cui

2025-03-10T04:39:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balanced-VLLM: The Future of Video Understanding

A new model transforms how we analyze video content efficiently.

Zhuqiang Lu, Zhenfei Yin, Mengwei He

2025-03-10T03:51:45+00:00 ― 6 min read

Systems and Control Teamwork in Tech: Learning Together

Agents collaborate to learn and control complex systems efficiently.

Wenjian Hao, Zehui Lu, Devesh Upadhyay

2025-03-10T02:41:06+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

Computer Vision and Pattern Recognition Revolutionizing Action Recognition with STDD

Discover how STDD enhances action recognition in videos.

Yating Yu, Congqi Cao, Yueran Zhang

2025-03-09T23:02:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Can Students Surpass Their Teachers in AI?

Exploring how students can learn better than their teachers in artificial intelligence.

Jianhua Zhang, Yi Gao, Ruyu Liu

2025-03-09T19:50:15+00:00 ― 6 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

Computation and Language Byte Latent Transformer: A New Era in Language Processing

Discover the Byte Latent Transformer, a game changer in machine language understanding.

Artidoro Pagnoni, Ram Pasunuru, Pedro Rodriguez

2025-03-09T19:02:06+00:00 ― 6 min read

Computation and Language Improving OCR for Low-Resource Languages

A new method enhances OCR accuracy for underrepresented languages.

Harshvivek Kashid, Pushpak Bhattacharyya

2025-03-09T15:49:30+00:00 ― 8 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

Astrophysics of Galaxies The Hidden Dance of Stars in Galaxies

Learn about the unseen orbits of stars in distant galaxies.

Richard J. Long

2025-03-09T12:25:08+00:00 ― 6 min read

Neural and Evolutionary Computing Pushing the Limits of Neuromorphic Computing

Unleashing the future of brain-like computing with innovative chips and networks.

Peng Zhou, Dylan R. Muir

2025-03-09T11:48:45+00:00 ― 7 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

Image and Video Processing Cracking the Code of Industrial Imaging

New methods improve defect detection in industrial imaging.

Alejandro Garnung Menéndez

2025-03-09T06:56:42+00:00 ― 7 min read

Artificial Intelligence Evaluating AI in Healthcare: The Role of Knowledge Graphs

Researchers assess LLMs using knowledge graphs to improve healthcare decision-making.

Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth

2025-03-09T02:59:06+00:00 ― 7 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

Computer Vision and Pattern Recognition Clearer Images: Say Goodbye to Reflections

A new method effectively removes reflections from images using advanced techniques.

Abdelrahman Elnenaey, Marwan Torki

2025-03-08T21:04:30+00:00 ― 7 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

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

Computer Vision and Pattern Recognition Machines That See: Video Representation Learning

Learn how machines interpret videos, from fun clips to critical applications.

Katrina Drozdov, Ravid Shwartz-Ziv, Yann LeCun

2025-03-08T14:56:51+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 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

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

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