Researchers develop methods to teach computers to process invoices while protecting privacy.
Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito
― 6 min read
Cutting edge science explained simply
Researchers develop methods to teach computers to process invoices while protecting privacy.
Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito
― 6 min read
PropNEAT improves neural networks by speeding up training and handling complex data efficiently.
Michael Merry, Patricia Riddle, Jim Warren
― 5 min read
This article explores how SHAP enhances activity recognition through key feature analysis.
Felix Tempel, Espen Alexander F. Ihlen, Lars Adde
― 6 min read
New architecture enhances speed and accuracy for transformer models in various fields.
Jiajun Wu, Mo Song, Jingmin Zhao
― 6 min read
Learn how test-time adaptation helps machine learning models face unexpected data changes.
Zehao Xiao, Cees G. M. Snoek
― 9 min read
AI enhances network slicing for efficient resource management and adaptation.
Amr Abo-eleneen, Menna Helmy, Alaa Awad Abdellatif
― 6 min read
Researchers develop methods for robots to navigate busy areas alongside people.
Lingfeng Sun, Yixiao Wang, Pin-Yun Hung
― 7 min read
Federated Learning and Explainable AI ensure safe and clear data practices.
Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi
― 6 min read
A new approach to training machines on tiny devices with less complexity.
Yequan Zhao, Hai Li, Ian Young
― 6 min read
Examining how simplifying models affects decision-making clarity and performance.
Elmira Mousa Rezabeyk, Salar Beigzad, Yasin Hamzavi
― 7 min read
GPUVM enhances GPU memory management for faster data processing.
Nurlan Nazaraliyev, Elaheh Sadredini, Nael Abu-Ghazaleh
― 6 min read
KANs offer flexibility and efficiency in machine learning compared to MLPs.
Shairoz Sohail
― 5 min read
SpecHub speeds up language models' text generation with a fresh approach.
Ryan Sun, Tianyi Zhou, Xun Chen
― 6 min read
GRNIX enhances understanding of gene networks linked to autoimmune diseases.
Manai Mohamed Mortadha
― 10 min read
Learn how to improve AI models using pipeline and vocabulary parallelism.
Man Tsung Yeung, Penghui Qi, Min Lin
― 5 min read
MicroScopiQ improves AI models' performance while consuming less energy.
Akshat Ramachandran, Souvik Kundu, Tushar Krishna
― 5 min read
Examining vulnerabilities in watermarking methods against paraphrasing attacks.
Saksham Rastogi, Danish Pruthi
― 7 min read
A new tech system speeds up AI responses and saves costs.
Sajal Regmi, Chetan Phakami Pun
― 7 min read
Learn how NMformer improves signal classification amid noise in wireless communication.
Atik Faysal, Mohammad Rostami, Reihaneh Gh. Roshan
― 6 min read
Robots can now learn tasks better through automated reward labeling.
Sreyas Venkataraman, Yufei Wang, Ziyu Wang
― 7 min read
QuanCrypt-FL enhances security in Federated Learning using advanced techniques.
Md Jueal Mia, M. Hadi Amini
― 6 min read
Exploring how performative RL changes game dynamics and policy stability.
Debmalya Mandal, Goran Radanovic
― 5 min read
Using academic reviews to enhance language models' understanding of long texts.
Shengzhi Li, Kittipat Kampa, Rongyu Lin
― 4 min read
This system enhances DR detection while maintaining patient privacy.
Gajan Mohan Raj, Michael G. Morley, Mohammad Eslami
― 6 min read
RLT reduces training time for AI in video processing by cutting down unnecessary tokens.
Rohan Choudhury, Guanglei Zhu, Sihan Liu
― 5 min read
How to maintain personal choice amid powerful algorithms.
Ge Wang, Roy Pea
― 7 min read
HSPI helps businesses confirm the hardware behind AI models for better trust.
Cheng Zhang, Hanna Foerster, Robert D. Mullins
― 6 min read
Discover how the D'Hondt method enhances the understanding of AI decisions.
Turker Berk Donmez
― 6 min read
An overview of the strengths and flaws in today's Vision-Language Models.
Siting Li, Pang Wei Koh, Simon Shaolei Du
― 6 min read
A new method helps robots improve decision-making by using past knowledge.
Joey Hong, Anca Dragan, Sergey Levine
― 7 min read
This study reveals important structural markers in pancreatic tissue linked to Type 2 Diabetes.
Robert Wagner, L. Klein, S. Ziegler
― 6 min read
Exploring how transformers learn and the challenges they face against attacks.
Usman Anwar, Johannes Von Oswald, Louis Kirsch
― 5 min read
A look into how CNNs interpret images and their features.
David Chapman, Parniyan Farvardin
― 6 min read
A guide to average-distortion sketching for efficient data handling.
Yiqiao Bao, Anubhav Baweja, Nicolas Menand
― 5 min read
This study explores sample complexity in list regression for improved predictions.
Chirag Pabbaraju, Sahasrajit Sarmasarkar
― 6 min read
New approaches enhance mobile robots' abilities using fewer tools.
Vladimir Berman, Artem Bazhenov, Dzmitry Tsetserukou
― 8 min read
Study reveals how temperature settings affect information extraction in medical research.
Paul Windisch, F. Dennstaedt, C. Koechli
― 5 min read
This study highlights the vital role of precise captions in model training.
Sheng Cheng, Maitreya Patel, Yezhou Yang
― 6 min read
Learn about named entity recognition and its impact on data processing.
Monica Munnangi
― 6 min read
Examining the risks and defenses of Multi-Modal Language Models in AI.
Pete Janowczyk, Linda Laurier, Ave Giulietta
― 6 min read