Latest Articles for Machine Learning

Cryptography and Security Strengthening Federated Learning Against Sneaky Attacks

A new approach improves security in federated learning by focusing on client-side defenses.

Borja Molina-Coronado

2025-03-13T08:54:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Stripes That Fool: Texture Bias in AI

Discover how texture bias impacts AI decisions and object recognition.

Blaine Hoak, Ryan Sheatsley, Patrick McDaniel

2025-03-13T08:06:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Measuring Perception Similarity

A new approach to gauge how machines perceive similarities across different data types.

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion

2025-03-13T06:29:42+00:00 ― 6 min read

Atmospheric and Oceanic Physics Revolutionizing Weather Forecasting with Machine Learning

Discover how MiMa is changing the game in weather predictions.

Yihe Zhang, Bryce Turney, Purushottam Sigdel

2025-03-13T06:22:46+00:00 ― 7 min read

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

Quantum Physics Advancing AI with Quantum-Train Learning

A new approach combines quantum computing and reinforcement learning for improved AI training.

Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu

2025-03-13T04:47:14+00:00 ― 6 min read

Signal Processing Innovative Sound Mapping: HRTF Predictions

New methods improve how we perceive sound direction in virtual spaces.

Keng-Wei Chang, Yih-Liang Shen, Tai-Shi Chi

2025-03-13T04:42:36+00:00 ― 6 min read

Networking and Internet Architecture The Future of Device Tracking: Compact Fingerprinting

Compact fingerprinting offers efficient tracking while prioritizing user privacy.

Giovanni Baccichet, Fabio Palmese, Alessandro E. C. Redondi

2025-03-13T00:52:39+00:00 ― 8 min read

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

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 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 The Rise of Image Captioning Technology

Learn how machines are now telling stories through images.

Joshua Adrian Cahyono, Jeremy Nathan Jusuf

2025-03-12T16:51:09+00:00 ― 7 min read

Signal Processing Advancing State Estimation with Stochastic Integration Filter

Learn how SIF improves tracking and estimation in technology.

Jindrich Dunik, Jakub Matousek, Ondrej Straka

2025-03-12T13:54:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Histopathology with H-MGDM

New tech enhances image analysis for better disease diagnosis.

Zhenfeng Zhuang, Min Cen, Yanfeng Li

2025-03-12T13:38:33+00:00 ― 7 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

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 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

Emerging Technologies The Future of Computing: Probabilistic Approaches

Discover how probabilistic computing is changing the landscape of technology.

Temitayo N. Adeyeye, Sidra Gibeault, Daniel P. Lathrop

2025-03-12T04:48:54+00:00 ― 6 min read

High Energy Physics - Theory Harnessing Neural Networks for Particle Interaction Insights

Neural networks are changing how we study particle scattering amplitudes in physics.

Mehmet Asim Gumus, Damien Leflot, Piotr Tourkine

2025-03-12T03:18:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition DeepSeek-VL2: The Next Step in AI Intelligence

DeepSeek-VL2 merges visual and text data for smarter AI interactions.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan

2025-03-12T02:24:27+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

Computation and Language Removing Harmful Knowledge from AI Models

New methods help AI models safely remove unwanted information.

Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic

2025-03-11T18:22:57+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

Optimization and Control Navigating Optimization with Proximal Point Algorithms

Discover how proximal point algorithms solve complex optimization problems.

Ya-xiang Yuan, Yi Zhang

2025-03-11T16:00:10+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

Computation and Language Advancing Semantic Parsing with RASP

Learn how RASP improves machine understanding of human language.

Xiao Zhang, Qianru Meng, Johan Bos

2025-03-11T13:34:03+00:00 ― 8 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

Computer Vision and Pattern Recognition VLR-Bench: Bridging Images and Text for Smarter Machines

A new test for machines to answer image and text questions.

Hyeonseok Lim, Dongjae Shin, Seohyun Song

2025-03-11T07:57:00+00:00 ― 7 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

Computation and Language Rethinking Entity Recognition: A New Approach

Researchers are reshaping entity recognition methods with better evaluation strategies.

Jonas Golde, Patrick Haller, Max Ploner

2025-03-11T05:32:33+00:00 ― 6 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

Health Informatics AI's Role in Medical Imaging: A New Hope

AI is transforming medical imaging, aiding doctors in accurate diagnoses.

Hakan Şat Bozcuk, Mehmet Artaç, Muzaffer Uğrakli

2025-03-10T16:59:55+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Data Annotation in Computer Vision

New methods improve image labeling for better model performance and efficiency.

Niclas Popp, Dan Zhang, Jan Hendrik Metzen

2025-03-10T16:42:09+00:00 ― 7 min read

Computer Vision and Pattern Recognition Machines Learning to See and Read Together

Discover how machines are improving their understanding of images and texts.

Yeyuan Wang, Dehong Gao, Lei Yi

2025-03-10T15:54:00+00:00 ― 7 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

Computation and Language Bridging Gaps: Data Collection for Low-Resource Languages

Tackling the challenges of data collection in specialized, low-resource languages.

Anastasia Zhukova, Christian E. Matt, Bela Gipp

2025-03-10T15:05:51+00:00 ― 8 min read