Machine Learning

Computation and Language Language Models vs Misinformation: A Study

Examining how language models handle misleading information and their ability to adapt.

Mohammad Reza Samsami, Mats Leon Richter, Juan Rodriguez

2025-03-13T01:40:48+00:00 ― 6 min read

Machine Learning Revolutionizing RAG: Speed Meets Quality

A new system merges fast answers with high quality for better AI responses.

Siddhant Ray, Rui Pan, Zhuohan Gu

2025-03-12T23:16:21+00:00 ― 4 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

Cryptography and Security Securing Federated Learning with Exclaves

Learn how exclaves enhance privacy and integrity in federated learning models.

Jinnan Guo, Kapil Vaswani, Andrew Paverd

2025-03-12T22:28:12+00:00 ― 6 min read

Machine Learning Predicting EV Charging Patterns in Prague

A study on predicting electric vehicle charging needs in urban areas.

Marek Miltner, Jakub Zíka, Daniel Vašata

2025-03-12T20:03:45+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

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mobile Video Creation: A New Era

Discover how mobile devices are transforming video generation for everyone.

Yushu Wu, Zhixing Zhang, Yanyu Li

2025-03-12T16:03:00+00:00 ― 6 min read

Machine Learning A New Way to Assess System Reliability

A hybrid framework improves failure prediction in complex systems.

Xingyu Xiao, Peng Chen

2025-03-12T15:14:51+00:00 ― 6 min read

Machine Learning Revolutionizing AI Fine-Tuning with OP-LoRA

OP-LoRA enhances AI models for specific tasks, improving efficiency and performance.

Piotr Teterwak, Kate Saenko, Bryan A. Plummer

2025-03-12T11:14:06+00:00 ― 5 min read

Machine Learning Neural Operators: A New Tool for Science

Learn how neural operators transform scientific computing and solve complex problems.

Jean Kossaifi, Nikola Kovachki, Zongyi Li

2025-03-12T09:37:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bringing Clarity: Merging Visible and Infrared Images

A new method enhances image fusion for better detail and clarity.

Ferhat Can Ataman, Gözde Bozdaği Akar

2025-03-12T08:58:12+00:00 ― 6 min read

Machine Learning Generative AI: Transforming Healthcare Delivery

Generative AI is reshaping how healthcare is delivered, enhancing communication and research.

Divya Shanmugam, Monica Agrawal, Rajiv Movva

2025-03-12T07:13:21+00:00 ― 6 min read

Machine Learning AdvPrefix: A New Approach to Language Model Jailbreaking

AdvPrefix improves how we interact with language models, making them more effective.

Sicheng Zhu, Brandon Amos, Yuandong Tian

2025-03-12T06:25:12+00:00 ― 6 min read

Information Retrieval Revolutionizing Regulatory Information Retrieval

MST-R enhances search systems for regulatory documents, improving precision and efficiency.

Yash Malviya, Karan Dhingra, Maneesh Singh

2025-03-12T04:00:45+00:00 ― 7 min read

Machine Learning Clear Choices: The Future of Computer Decision-Making

New method helps computers explain decisions in understandable ways.

Federico Ruggeri, Gaetano Signorelli

2025-03-12T03:12:36+00:00 ― 5 min read

Machine Learning Social Media: The Key to Sports Viewership Predictions

Learn how social media impacts predicting sports event viewership.

Anakin Trotter

2025-03-12T01:36:18+00:00 ― 9 min read

Computation and Language The Truth About Large Language Models

An overview of what large language models really are and their capabilities.

Murray Shanahan

2025-03-11T23:11:51+00:00 ― 5 min read

Machine Learning Revamping Decision-Making with Off-Policy Evaluation

Learn how off-policy evaluation shapes safer decision-making across various fields.

Aishwarya Mandyam, Shengpu Tang, Jiayu Yao

2025-03-11T21:46:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition UnPIC: A New Way to Create 3D Views

UnPIC transforms 2D images into stunning 3D representations with ease.

Rishabh Kabra, Drew A. Hudson, Sjoerd van Steenkiste

2025-03-11T21:35:33+00:00 ― 7 min read

Signal Processing Biochar: A Bright Solution for Climate Change

Biochar production is gaining traction as a powerful tool against climate change.

Marius Köppel, Niklas Witzig, Tim Klausmann

2025-03-11T18:09:54+00:00 ― 6 min read

Machine Learning Mastering Multiclass Classification: Techniques and Challenges

Explore multiclass classification, challenges, and powerful boosting techniques.

Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi

2025-03-11T16:41:01+00:00 ― 6 min read

Machine Learning The Future of Generative Modeling: A Leap Forward

New method boosts generative modeling efficiency without sacrificing quality.

Jaehyeon Kim, Taehong Moon, Keon Lee

2025-03-11T14:22:12+00:00 ― 5 min read

Signal Processing Revolutionizing Neoplasm Diagnosis with ECG

Discover how ECGs can aid in diagnosing neoplasms effectively and non-invasively.

Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff

2025-03-11T13:13:48+00:00 ― 5 min read

Machine Learning The Art of Blending Data in AI Training

Discover how diffusion processes improve AI learning through clean and noisy data blending.

Yair Schiff, Subham Sekhar Sahoo, Hao Phung

2025-03-11T12:45:54+00:00 ― 6 min read

Machine Learning A Structured Approach to Generative Models

Learn how structured training improves machine learning models and their accuracy.

Santiago Aranguri, Francesco Insulla

2025-03-11T11:35:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Classification with Multi-Head Encoding

Multi-Head Encoding transforms extreme label classification into a manageable task.

Daojun Liang, Haixia Zhang, Dongfeng Yuan

2025-03-11T11:09:36+00:00 ― 6 min read

Machine Learning Making AI Models Lighter and Smarter

Research finds ways to reduce AI model size while maintaining accuracy.

Meyer Scetbon, James Hensman

2025-03-11T06:30:39+00:00 ― 5 min read

Numerical Analysis Decoding Credit Spreads in Bond Markets

Learn how credit spreads impact bond investing and prediction methods.

Yu Shao, Jiawen Bai, Yingze Hou

2025-03-11T05:20:50+00:00 ― 8 min read

Networking and Internet Architecture NetOrchLLM: The Future of Wireless Networks

NetOrchLLM improves wireless networks with smart coordination and efficient task management.

Asmaa Abdallah, Abdullatif Albaseer, Abdulkadir Celik

2025-03-11T04:44:24+00:00 ― 6 min read

Robotics Robots Learning Through Visual Demonstrations

Robots are being trained to learn tasks through visual cues and feedback.

Mattijs Baert, Sam Leroux, Pieter Simoens

2025-03-11T02:19:57+00:00 ― 8 min read

Machine Learning Understanding Knowledge Graphs: A Comprehensive Overview

Learn how Knowledge Graphs organize data for better analysis and predictions.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-03-11T01:31:48+00:00 ― 6 min read

Machine Learning Understanding Clinical Decision-Making in Healthcare

Explore how patient history shapes treatment choices in healthcare.

Anton Matsson, Lena Stempfle, Yaochen Rao

2025-03-11T01:25:28+00:00 ― 6 min read

Machine Learning Transforming Data Queries with Text2Cypher

Simplifying data access through natural language with Text2Cypher.

Makbule Gulcin Ozsoy, Leila Messallem, Jon Besga

2025-03-10T22:19:12+00:00 ― 6 min read

Machine Learning Denoising Diffusion Models: A New Wave in AI

Explore how DDMs transform random noise into valuable data.

Christopher Williams, Andrew Campbell, Arnaud Doucet

2025-03-10T20:20:17+00:00 ― 6 min read

Machine Learning Memorization vs. Generalization in AI: A Double-Edged Sword

Explore the balance between memorization and generalization in machine learning.

Reza Bayat, Mohammad Pezeshki, Elvis Dohmatob

2025-03-10T15:15:06+00:00 ― 6 min read

Optimization and Control Boosting Bayesian Optimization with Latent Space Techniques

Discover how advanced methods enhance the search for optimal solutions.

Luo Long, Coralia Cartis, Paz Fink Shustin

2025-03-10T13:21:50+00:00 ― 5 min read

Machine Learning Life-Saving Fall Detection Systems for Seniors

New technologies aim to reduce fall-related injuries among older adults.

Lingyun Wang, Deqi Su, Aohua Zhang

2025-03-10T11:05:06+00:00 ― 7 min read

Computation and Language Transforming Financial Reporting with SusGen Tools

New NLP tools enhance ESG reporting in finance.

Qilong Wu, Xiaoneng Xiang, Hejia Huang

2025-03-10T10:29:00+00:00 ― 6 min read

Machine Learning Paired Wasserstein Autoencoders: A New Way to Create

Learn how paired Wasserstein autoencoders generate images based on specific conditions.

Moritz Piening, Matthias Chung

2025-03-10T10:09:55+00:00 ― 6 min read

Computer Science - Machine Learning

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