Examining the relationship between Transformers and the theoretical model Solomonoff Induction.
Nathan Young, Michael Witbrock
― 6 min read
Computer Science - Artificial Intelligence
RSSA new method improves sampling and analysis of noisy 3D data.
Chongshou Li, Pin Tang, Xinke Li
― 5 min read
An automated system combats misinformation by verifying claims and providing evidence.
Ronit Singhal, Pransh Patwa, Parth Patwa
― 6 min read
AutoScale improves data mix for efficient training of large language models.
Feiyang Kang, Yifan Sun, Bingbing Wen
― 6 min read
This framework enhances forecasting accuracy using language models and real-time data.
Elvis Hsieh, Preston Fu, Jonathan Chen
― 5 min read
A new approach to detect machine issues without compromising data privacy.
Anbai Jiang, Yuchen Shi, Pingyi Fan
― 5 min read
A new method aims to make high school scheduling fairer for all students.
Mitsuka Kiyohara, Masakazu Ishihata
― 5 min read
Discover how LLMs enhance feature selection methods in machine learning.
Dawei Li, Zhen Tan, Huan Liu
― 5 min read
A cognitive model reveals how we interpret beliefs expressed in language.
Lance Ying, Tan Zhi-Xuan, Lionel Wong
― 7 min read
A new method improves predictions from fMRI data using limited samples.
Zijian Dong, Yilei Wu, Zijiao Chen
― 5 min read
IncX offers fast and clear explanations for AI object detection in real time.
Santiago Calderón-Peña, Hana Chockler, David A. Kelly
― 6 min read
Preference-based learning improves decision-making by using expert feedback.
Youssef Abdelkareem, Shady Shehata, Fakhri Karray
― 6 min read
Learn how AI and what-if analysis transform predictive maintenance strategies.
Logan Cummins, Alexander Sommers, Sudip Mittal
― 8 min read
Understanding the EU AI Act and its implications for AI development and compliance.
Julio Hernandez, Delaram Golpayegani, Dave Lewis
― 6 min read
A new approach improves decision-making in reinforcement learning by focusing on objects.
Anthony GX-Chen, Kenneth Marino, Rob Fergus
― 5 min read
Language models excel at memory tasks but struggle with reasoning challenges.
Shangyi Geng, Wenting Zhao, Alexander M Rush
― 5 min read
StyleSpeech advances TTS systems by capturing natural speech nuances.
Haowei Lou, Helen Paik, Wen Hu
― 6 min read
A look into how model weights affect deep learning performance.
David Yunis, Kumar Kshitij Patel, Samuel Wheeler
― 7 min read
A method to shrink language models without sacrificing effectiveness through pruning and distillation.
Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi
― 4 min read
A system that enables robots to assist workers in assembly tasks effortlessly.
M. Forlini, M. Babcinschi, G. Palmieri
― 6 min read
OE-3DIS identifies and segments 3D objects without predefined names.
Phuc D. A. Nguyen, Minh Luu, Anh Tran
― 7 min read
Humanoid robots learn to navigate tough terrains through a new approach.
Xinyang Gu, Yen-Jen Wang, Xiang Zhu
― 5 min read
CluMo helps models learn continuously in Visual Question Answering without forgetting past knowledge.
Yuliang Cai, Mohammad Rostami
― 6 min read
Examining the role of language models in transforming medical applications.
Nikita Neveditsin, Pawan Lingras, Vijay Mago
― 10 min read
A new method improves detection of harmful prompts in language models.
Yi Liu, Junzhe Yu, Huijia Sun
― 6 min read
A new method enhances accuracy in counting objects in generated images.
Oz Zafar, Lior Wolf, Idan Schwartz
― 7 min read
Integrating large language models improves the clarity of automated unit tests.
Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi
― 8 min read
Solar and wind power emerge as key players in clean energy solutions.
Steven P. Reinhardt
― 5 min read
A new method enhances state variable identification in dynamical systems using physical knowledge.
Félix Chavelli, Zi-Yu Khoo, Dawen Wu
― 6 min read
Analyzing how comments are ranked and viewed by journalists and readers.
Flora Böwing, Patrick Gildersleve
― 6 min read
Explore the debate on probability with Sleeping Beauty's unique coin toss experience.
Laurens Walleghem
― 5 min read
CIPHER model enhances penetration testing efficiency and supports cybersecurity efforts.
Derry Pratama, Naufal Suryanto, Andro Aprila Adiputra
― 7 min read
A new system helps writers create insightful commentaries quickly and efficiently.
Yiquan Wu, Bo Tang, Chenyang Xi
― 5 min read
A new tool for creative storytelling and character interactions with language models.
Martin Pichlmair, Riddhi Raj, Charlene Putney
― 6 min read
Introducing SONICS, a dataset designed to identify AI-generated music accurately.
Md Awsafur Rahman, Zaber Ibn Abdul Hakim, Najibul Haque Sarker
― 8 min read
A new framework improves understanding of HAR models through competitive data augmentation.
Yiran Huang, Yexu Zhou, Haibin Zhao
― 5 min read
This article explores the role of memorization in improving ICL performance.
Shahriar Golchin, Mihai Surdeanu, Steven Bethard
― 5 min read
A new method enhances the efficiency of logic programs in AI.
Minghao Liu, David M. Cerna, Filipe Gouveia
― 7 min read
A new approach enhances multi-hop querying in knowledge graphs using multi-modal data.
Mayank Kharbanda, Rajiv Ratn Shah, Raghava Mutharaju
― 6 min read
A look at how distributional RL reshapes decision-making through understanding outcome distributions.
Taehyun Cho, Seungyub Han, Kyungjae Lee
― 7 min read