Latest Articles for Performance

Computation and Language Teaching Robots to Use GUIs: A New Era

Falcon-UI trains robots to understand and interact with graphical interfaces.

Huawen Shen, Chang Liu, Gengluo Li

2025-03-16T02:42:27+00:00 ― 5 min read

Machine Learning Sloth: A New Way to Predict AI Performance

Learn how Sloth is changing predictions for language model performance.

Felipe Maia Polo, Seamus Somerstep, Leshem Choshen

2025-03-13T19:32:51+00:00 ― 6 min read

Machine Learning Memory Management in Language Models: A New Perspective

Learn about efficient memory strategies in AI language models.

Minghui Liu, Tahseen Rabbani, Tony O'Halloran

2025-03-13T19:20:06+00:00 ― 5 min read

Computational Engineering, Finance, and Science Genetic Programming Transforms Laser Beam Welding Simulations

Innovative genetic programming boosts efficiency in laser beam welding simulations.

Dinesh Parthasarathy, Tommaso Bevilacqua, Martin Lanser

2025-03-13T07:57:40+00:00 ― 6 min read

Computation and Language Enhancing Conversational Question Answering: A Clearer Path Ahead

Discover how new methods improve question answering systems for better user experience.

Rishiraj Saha Roy, Joel Schlotthauer, Chris Hinze

2025-03-13T04:05:15+00:00 ― 6 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

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

Sports Medicine The Impact of Menstrual Cycles on Female Athletes

Explore how menstrual cycles affect performance in female football players.

Lucie Lipková, Michaela Beníčková, Adam Wagner

2025-03-10T12:22:30+00:00 ― 8 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

Computation and Language Boosting Small Language Models with Solution Guidance

A new method improves reasoning in small language models efficiently.

Jing Bi, Yuting Wu, Weiwei Xing

2025-03-10T00:39:09+00:00 ― 7 min read

Computation and Language Data Laundering: AI's Hidden Tricks

How AI models can fake their intelligence through manipulation.

Jonibek Mansurov, Akhmed Sakip, Alham Fikri Aji

2025-03-07T18:53:06+00:00 ― 7 min read

Computation and Language Understanding Trust in AI: A Comprehensive Guide

Explore the key factors influencing our trust in artificial intelligence systems.

Melanie McGrath, Harrison Bailey, Necva Bölücü

2025-03-06T22:01:12+00:00 ― 7 min read

Computation and Language Forgetting Copyright: The Challenge of Language Models

Researchers tackle the challenge of helping language models forget copyrighted material.

Guangyao Dou

2025-03-05T10:42:36+00:00 ― 6 min read

Computation and Language Empowering Low-Resource Languages: A New Approach

A new framework boosts language models for low-resource languages.

Hongbin Zhang, Kehai Chen, Xuefeng Bai

2025-03-04T22:40:21+00:00 ― 4 min read

Machine Learning Pruning Transformers: Reducing Bulk Without Sacrificing Quality

Innovative pruning techniques make AI models more efficient and effective.

Xuan Shen, Zhao Song, Yufa Zhou

2025-03-04T11:26:15+00:00 ― 7 min read

Computation and Language The Clash of Language Models: Open vs Closed

Discover the ongoing battle between open-source and closed-source language models.

Jiya Manchanda, Laura Boettcher, Matheus Westphalen

2025-03-03T06:32:51+00:00 ― 7 min read

Information Retrieval Boosting Dense Retrieval Models with Experts

Learn how Mixture-of-Experts enhances retrieval models for better performance.

Effrosyni Sokli, Pranav Kasela, Georgios Peikos

2025-03-02T09:40:57+00:00 ― 5 min read

High Energy Physics - Experiment Higgs Factories: Balancing Science and Ecology

Researchers assess the environmental impact of Higgs factories amid growing concerns.

Christophe Grojean, Patrick Janot

2025-02-28T07:06:00+00:00 ― 6 min read

Econometrics Assessing Business Efficiency with Stochastic Frontier Models

A look into how businesses use resources effectively through statistical models.

Kazuki Tomioka, Thomas T. Yang, Xibin Zhang

2025-02-27T20:22:12+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Mastering Fault Tolerance with DSE

Revolutionize application performance with Distributed Speculative Execution.

Tianyu Li, Badrish Chandramouli, Philip A. Bernstein

2025-02-26T07:46:39+00:00 ― 8 min read

Machine Learning Revolutionizing Robot Learning with MoDE

MoDE helps robots learn efficiently with less computing power.

Moritz Reuss, Jyothish Pari, Pulkit Agrawal

2025-02-24T11:38:24+00:00 ― 6 min read

Computation and Language Training Large Language Models: The Two-Phase Approach

Discover the two-phase training method for improving large language models.

Steven Feng, Shrimai Prabhumoye, Kezhi Kong

2025-02-21T15:25:39+00:00 ― 8 min read

Computation and Language Mamba Models: A New Approach to Text Reranking

Discover how Mamba models are changing the landscape of document retrieval.

Zhichao Xu, Jinghua Yan, Ashim Gupta

2025-02-20T06:31:30+00:00 ― 7 min read

Computation and Language The Visual Challenge for AI Models

Why vision-language models struggle with images more than text.

Ido Cohen, Daniela Gottesman, Mor Geva

2025-02-19T08:03:18+00:00 ― 7 min read

Computation and Language Teaching AI to Connect the Dots in Causation

A new method boosts AI's understanding of cause and effect.

Eleni Sgouritsa, Virginia Aglietti, Yee Whye Teh

2025-02-18T13:35:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Memorizing SAM: A New Era in Medical Image Segmentation

A smart model improving medical image analysis with memory features.

Xinyuan Shao, Yiqing Shen, Mathias Unberath

2025-02-18T07:58:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transformations: The Key to Smart Robots

Exploring how robots learn to interact with changing objects.

Zixuan Chen, Jiaxin Li, Liming Tan

2025-02-17T15:55:48+00:00 ― 8 min read

Machine Learning Exposing the Hidden Vulnerabilities of Neural Networks

Neural networks are powerful but have critical weaknesses that can lead to errors.

Jun-Jie Zhang, Jiahao Song, Xiu-Cheng Wang

2025-02-16T02:07:52+00:00 ― 5 min read

Computation and Language ResoFilter: The Key to Quality AI Data

ResoFilter ensures only the best data fuels AI models.

Zeao Tu, Xiangdi Meng, Yu He

2025-02-12T01:06:36+00:00 ― 6 min read

Information Theory The Rise of Dual-Polarized BD-RIS Technology

Discover how dual-polarized systems and BD-RIS transform wireless communication.

Matteo Nerini, Bruno Clerckx

2025-02-11T19:22:00+00:00 ― 6 min read

Numerical Analysis Speeding Up Mathematics with Mixed Precision

Discover how mixed-precision methods enhance efficiency in solving complex equations.

Ivo Dravins, Marcel Koch, Victoria Griehl

2025-02-09T22:04:50+00:00 ― 5 min read

Artificial Intelligence Evaluating Importance in Multi-Agent Systems

New method improves understanding of crucial agents in team dynamics.

Jianming Chen, Yawen Wang, Junjie Wang

2025-02-07T03:56:42+00:00 ― 7 min read

Computation and Language Revolutionizing Context in Language Models

New methods improve large language models' handling of context for better performance.

Zhisong Zhang, Yan Wang, Xinting Huang

2025-02-04T20:34:21+00:00 ― 6 min read

Human-Computer Interaction Intelligent Mixed Reality Systems: Your New Learning Partner

Discover how MixITS are changing skill acquisition with real-time support.

Arthur Caetano, Alejandro Aponte, Misha Sra

2025-02-02T14:00:09+00:00 ― 7 min read

Performance The Hidden Secrets of Software Configurations

Discover how software configurations impact performance and optimization.

Mingyu Huang, Peili Mao, Ke Li

2025-02-02T13:12:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition MMFactory: Your Solution for Visual Tasks

A framework that simplifies visual task solutions for everyone.

Wan-Cyuan Fan, Tanzila Rahman, Leonid Sigal

2025-02-01T18:44:33+00:00 ― 7 min read

Machine Learning KKANs: A New Era in Machine Learning

KKANs bring fresh methods to tackle complex scientific challenges effectively.

Juan Diego Toscano, Li-Lian Wang, George Em Karniadakis

2025-01-31T21:52:28+00:00 ― 6 min read

Human-Computer Interaction Training Teams with Robot Partners

Using robots to boost team training efficiency in various fields.

Kimberlee Chestnut Chang, Reed Jensen, Rohan Paleja

2025-01-31T19:28:12+00:00 ― 8 min read

Computation and Language Boosting Language Models with Innovative Coprocessors

A new method improves reasoning in language models using intelligent coprocessors.

Luyang Liu, Jonas Pfeiffer, Jiaxing Wu

2025-01-31T02:37:03+00:00 ― 7 min read

Information Theory Rethinking Queueing Analysis for Better Communication

New methods improve low-latency communication in industrial systems and streaming services.

Lintao Li, Wei Chen

2025-01-30T14:20:20+00:00 ― 6 min read