Latest Articles for Performance

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

Computer Vision and Pattern Recognition Mastering Object Detection: The Role of Uncertainty

Learn how uncertainty influences object detection and model development.

M. Tahasanul Ibrahim, Rifshu Hussain Shaik, Andreas Schwung

2025-01-29T22:31:48+00:00 ― 7 min read

Computation and Language WarriorCoder: A New Way to Train Code Models

WarriorCoder creates a competitive space for models to improve coding skills.

Huawen Feng, Pu Zhao, Qingfeng Sun

2025-01-29T20:07:21+00:00 ― 6 min read

Computation and Language Balancing Act: Safety and Skill in AI Models

A new framework prioritizes safety alongside performance in AI evaluation.

Haonan Li, Xudong Han, Zenan Zhai

2025-01-28T04:48:00+00:00 ― 5 min read

Machine Learning Choosing the Right Pre-trained Model for IoT

Find the perfect pre-trained model for your IoT device's needs.

Parth V. Patil, Wenxin Jiang, Huiyun Peng

2025-01-26T03:50:51+00:00 ― 6 min read

Bioinformatics Advances in Protein Structure Comparison

New model Progres speeds up protein structure searching for better analysis.

Joe G Greener, K. Jamali

2025-01-23T11:33:48+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in Vision-Language Tracking

A new approach improves how computers track objects using visuals and text.

X. Feng, D. Zhang, S. Hu

2025-01-22T19:35:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Computer Vision with Small Kernels

Small kernels boost efficiency in computer vision while saving resources.

Mingshu Zhao, Yi Luo, Yong Ouyang

2025-01-22T17:59:33+00:00 ― 7 min read

Robotics Robots Revolutionizing Inspection Missions

Learn how robots enhance safety through smart inspection techniques.

Vignesh Kottayam Viswanathan, Mario Alberto Valdes Saucedo, Sumeet Gajanan Satpute

2025-01-22T12:22:30+00:00 ― 8 min read

Computation and Language Keeping Large Language Models Safe and Effective

A new method merges models to improve safety and performance.

Hua Farn, Hsuan Su, Shachi H Kumar

2025-01-22T06:45:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition EchoSpot: A New Age in Text Spotting

EchoSpot revolutionizes how we find and read text in images.

Jing Li, Bo Wang

2025-01-22T05:57:18+00:00 ― 6 min read

Hardware Architecture Greener AI: Reusing Old GPUs for Future

Learn how older GPUs can cut carbon emissions in AI operations.

Tianyao Shi, Yanran Wu, Sihang Liu

2025-01-22T01:08:24+00:00 ― 6 min read

Performance Streamlining Loops for Better Performance

This study presents techniques to improve loop performance in programming.

Lukas Trümper, Philipp Schaad, Berke Ates

2025-01-21T12:18:00+00:00 ― 6 min read

Optimization and Control Optimizing Algorithms with Finite Horizon Techniques

Discover efficient algorithm performance under strict time limits.

Yushun Zhang, Dmitry Rybin, Zhi-Quan Luo

2025-01-20T09:15:40+00:00 ― 7 min read

Software Engineering The Rise of Software Engineering Agents

Discover how software engineering agents are transforming coding efficiency.

Jiayi Pan, Xingyao Wang, Graham Neubig

2025-01-19T00:54:54+00:00 ― 5 min read