Efficiency

Artificial Intelligence Advancing AI with Multi-Modality Learning

Revolutionizing how AI understands images and text for smarter systems.

Yuchong Geng, Ao Tang

2025-02-17T21:32:51+00:00 ― 8 min read

Software Engineering The Push for Leaner Language Models

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Giordano d'Aloisio, Luca Traini, Federica Sarro

2025-02-17T03:53:33+00:00 ― 7 min read

Computation and Language ModernBERT: The Next Step in NLP

Discover how ModernBERT enhances language processing with speed and efficiency.

Benjamin Warner, Antoine Chaffin, Benjamin Clavié

2025-02-16T14:15:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition GCA-3D: A Fresh Approach to 3D Models

GCA-3D simplifies creating adaptive 3D models from text and images.

Hengjia Li, Yang Liu, Yibo Zhao

2025-02-14T23:43:48+00:00 ― 6 min read

Computation and Language ECG-Byte: Transforming Heart Health Analysis

A new tool simplifies ECG interpretation with advanced technology.

William Han, Chaojing Duan, Michael A. Rosenberg

2025-02-12T04:52:30+00:00 ― 6 min read

Computation Understanding Preferences with the Bayesian Mallows Model

A look into how the Bayesian Mallows model analyzes rankings and preferences.

Øystein Sørensen, Anja Stein, Waldir Leoncio Netto

2025-02-12T03:27:11+00:00 ― 6 min read

Machine Learning ReMoE: A New Era in Machine Learning

ReMoE brings flexibility and efficiency to language models with dynamic expert selection.

Ziteng Wang, Jianfei Chen, Jun Zhu

2025-02-11T16:16:57+00:00 ― 7 min read

Theoretical Economics Fair Sharing: The Art of Allocation Rules

Learn how to share fairly using allocation rules.

R. Pablo Arribillaga, Agustin G. Bonifacio

2025-02-10T14:52:57+00:00 ― 5 min read

Software Engineering Slimming Down Large Language Models for Efficiency

Tech community finds ways to make LLMs leaner and greener.

Guang Yang, Yu Zhou, Xiangyu Zhang

2025-02-08T10:26:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition ImagePiece: Boosting Image Recognition Efficiency

A new method enhances image recognition performance with smart token management.

Seungdong Yoa, Seungjun Lee, Hyeseung Cho

2025-02-04T11:44:42+00:00 ― 7 min read

Analysis of PDEs Efficient Data Clustering with Volume Constraints

Discover how the volume-constrained MBO scheme improves data organization and analysis.

Fabius Krämer, Tim Laux

2025-02-04T06:13:20+00:00 ― 5 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

Machine Learning Fast Tracking AI: RoPE Attention Mechanisms

New methods improve RoPE attention, speeding up AI computations significantly.

Yifang Chen, Jiayan Huo, Xiaoyu Li

2025-01-29T08:53:15+00:00 ― 5 min read

Optimization and Control Mastering Complex Decisions with Multiple Objectives

Learn how to balance competing goals in decision-making.

Anas Mifrani

2025-01-26T19:46:00+00:00 ― 6 min read

Optics Harnessing Solar Energy: The SolarDesign Advantage

Discover how SolarDesign transforms solar power design for engineers and researchers.

Wei E. I. Sha, Xiaoyu Wang, Wenchao Chen

2025-01-24T19:56:26+00:00 ― 7 min read

Machine Learning Streamlining Data with GAIS: A New Approach

Discover how GAIS transforms data selection in machine learning.

Zahiriddin Rustamov, Ayham Zaitouny, Rafat Damseh

2025-01-24T10:07:03+00:00 ― 7 min read

Quantum Physics The Quantum Otto Heat Engine: A New Frontier

Discover how quantum mechanics enhances heat engine efficiency.

Krishna Shende, Matreyee Kandpal, Arvind

2025-01-21T21:52:58+00:00 ― 7 min read

Machine Learning Making Smart Devices Even Smarter

Learn how efficient techniques boost smart devices' performance and response times.

Korakit Seemakhupt, Sihang Liu, Samira Khan

2025-01-18T14:28:57+00:00 ― 8 min read

Latest Articles for Efficiency