Latest Articles for Performance

Computation and Language Transforming Language Models for Better Comprehension

A fresh approach improves language models' ability to process long text.

Kaleel Mahmood, Shaoyi Huang

2025-04-02T15:13:03+00:00 ― 5 min read

Databases Efficient Database Query Synthesis: Experiment Results

A study on creating efficient document database queries from examples.

Qikang Liu, Yang He, Yanwen Cai

2025-04-02T14:24:54+00:00 ― 6 min read

Machine Learning Mastering Hyperparameters in Reinforcement Learning

Unlock the secrets of tuning hyperparameters in AI algorithms for better performance.

Jacob Adkins, Michael Bowling, Adam White

2025-03-31T17:28:30+00:00 ― 7 min read

Cryptography and Security Enhancing ASLR for Stronger Cybersecurity

New strategies improve Address Space Layout Randomization against attacks.

Shixin Song, Joseph Zhang, Mengjia Yan

2025-03-31T11:51:27+00:00 ― 6 min read

Computation and Language Unlocking the Coding Spot in AI Models

Discover how AI models tackle coding challenges and their internal mechanics.

Dongjun Kim, Minhyuk Kim, YongChan Chun

2025-03-31T10:15:09+00:00 ― 8 min read

Computation and Language Unlocking Multi-Step Reasoning in AI

Researchers are improving AI's ability to tackle complex questions with AutoReason.

Arda Sevinc, Abdurrahman Gumus

2025-03-30T16:35:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Future of Lossless Compression

Learn how lossless compression is reshaping data storage and processing.

Boyang Zhang, Daning Cheng, Yunquan Zhang

2025-03-30T07:46:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition Trilateral Diffusion: Rethinking Human-Object Interactions

A new model captures human-object interactions in a unified way.

Ilya A. Petrov, Riccardo Marin, Julian Chibane

2025-03-28T08:25:21+00:00 ― 7 min read

Multiagent Systems Teamwork in Action: The Hanabi Challenge

Discover how Hanabi enhances teamwork and communication through AI.

F. Bredell, H. A. Engelbrecht, J. C. Schoeman

2025-03-28T07:37:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition iLLaVA: Speeding Up AI with Smart Token Management

iLLaVA makes AI models faster while keeping vital information intact.

Lianyu Hu, Fanhua Shang, Liang Wan

2025-03-27T22:47:33+00:00 ― 6 min read

Systems and Control Optimizing Railway Junctions for Better Travel

Learn how railway junction analysis can enhance train travel efficiency.

Tamme Emunds, Nils Nießen

2025-03-25T17:44:42+00:00 ― 8 min read

Robotics Robots and Backup Sensors: A Safety Net

Backup sensors help robots make better choices during sensor failures.

Jonas Nüßlein, Maximilian Zorn, Fabian Ritz

2025-03-25T13:48:54+00:00 ― 5 min read

Artificial Intelligence Swarm Behavior Cloning: A Team Approach to Learning

Learn how Swarm BC enhances decision-making in AI agents through collaboration.

Jonas Nüßlein, Maximilian Zorn, Philipp Altmann

2025-03-25T07:23:42+00:00 ― 6 min read

Computation and Language AI's Quest for Better Math Skills

Researchers uncover insights into AI learning through examples in math.

Jiayu Liu, Zhenya Huang, Chaokun Wang

2025-03-23T01:37:39+00:00 ― 6 min read

Computation and Language Transforming Chart Comprehension in AI

A new benchmark aims to enhance AI's understanding of scientific charts.

Lingdong Shen, Qigqi, Kun Ding

2025-03-22T23:13:12+00:00 ― 7 min read

Human-Computer Interaction Navigating Self-Regulated Learning in Education

Exploring how students manage their own learning processes from secondary to higher education.

Yixin Cheng, Rui Guan, Tongguang Li

2025-03-22T15:11:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition ALoRE: Smart Solutions for Image Recognition

ALoRE optimizes model training for efficient image recognition and broader applications.

Sinan Du, Guosheng Zhang, Keyao Wang

2025-03-20T03:48:36+00:00 ― 7 min read

Optimization and Control Mastering Data with Elastic Net Clustering

Learn how Elastic Net Subspace Clustering helps navigate complex data streams.

Wentao Qu, Lingchen Kong, Linglong Kong

2025-03-19T15:48:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Teaching Robots to Interact: The GEAL Approach

GEAL enhances robots' understanding of object use through innovative learning techniques.

Dongyue Lu, Lingdong Kong, Tianxin Huang

2025-03-16T19:33:36+00:00 ― 8 min read

Databases DumpyOS: Your Smart Data Librarian

DumpyOS simplifies data series management with speed and accuracy.

Zeyu Wang, Qitong Wang, Peng Wang

2025-03-16T12:20:15+00:00 ― 5 min read

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