Machine Learning

Computation and Language Tackling Faulty AI Answers with SciFaultyQA

New initiative tests AI's ability to handle nonsensical science questions.

Debarshi Kundu

2025-03-03T03:20:15+00:00 ― 6 min read

Machine Learning AlphaZero and Zipf's Law in AI Learning

Explore how AlphaZero's learning relates to Zipf's law and game strategies.

Oren Neumann, Claudius Gros

2025-03-03T02:32:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition The Future of Multimodal Learning in AI

Combining different types of information to enhance artificial intelligence understanding.

Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo

2025-03-02T22:31:21+00:00 ― 5 min read

Computer Vision and Pattern Recognition CALM: The Future of Image Aesthetic Assessment

Discover how CALM transforms image evaluation with AI-driven insights.

Yuti Liu, Shice Liu, Junyuan Gao

2025-03-02T20:55:03+00:00 ― 8 min read

Machine Learning Balancing Privacy and Fairness in Machine Learning

Discover techniques for balancing privacy and fairness in machine learning models.

Ahmad Hassanpour, Amir Zarei, Khawla Mallat

2025-03-02T20:06:54+00:00 ― 7 min read

Machine Learning The Rise of Hierarchical Meta-Reinforcement Learning

A new approach to machine learning that enhances adaptability across multiple tasks.

Minjae Cho, Chuangchuang Sun

2025-03-02T16:06:09+00:00 ― 7 min read

Machine Learning BarcodeMamba: A New Era in Species Identification

BarcodeMamba revolutionizes species identification using DNA barcodes with impressive accuracy.

Tiancheng Gao, Graham W. Taylor

2025-03-02T11:46:00+00:00 ― 6 min read

Machine Learning Transforming Language Models: A New Approach

Explore innovative techniques improving language models and their applications.

Jingze Shi, Bingheng Wu

2025-03-02T06:28:21+00:00 ― 7 min read

Machine Learning Securing the IoT World: A New Approach

Radio Frequency Fingerprinting and edge computing tackle IoT security challenges efficiently.

Ahmed Mohamed Hussain, Nada Abughanam, Panos Papadimitratos

2025-03-02T02:13:12+00:00 ― 6 min read

Fluid Dynamics Understanding Turbulence Through Flow MRI

Flow MRI reveals the complex behavior of turbulent fluids in real time.

A. Kontogiannis, P. Nair, M. Loecher

2025-03-02T02:05:24+00:00 ― 6 min read

Neural and Evolutionary Computing Revolutionizing Neural Networks: Memory Efficiency Unleashed

New techniques are boosting neural network training efficiency and memory management.

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

2025-03-02T01:39:27+00:00 ― 8 min read

Machine Learning SGD-SaI: A New Era in Optimization

Discover the benefits of SGD-SaI in machine learning training.

Minghao Xu, Lichuan Xiang, Xu Cai

2025-03-01T22:26:51+00:00 ― 7 min read

Robotics Drones Take Flight with SimpleFlight Training

Explore how SimpleFlight improves drone performance in real-world flying.

Jiayu Chen, Chao Yu, Yuqing Xie

2025-03-01T21:38:42+00:00 ― 7 min read

Machine Learning MediaGraphMind: A New Way to Trust News

MediaGraphMind helps evaluate news source reliability and bias effectively.

Muhammad Arslan Manzoor, Ruihong Zeng, Dilshod Azizov

2025-03-01T17:37:24+00:00 ― 7 min read

Machine Learning Strengthening AI Against Sneaky Attacks

Research reveals ways to boost neural networks' defenses in communication systems.

Alireza Furutanpey, Pantelis A. Frangoudis, Patrik Szabo

2025-03-01T16:21:00+00:00 ― 7 min read

Machine Learning Decoding Causal Relationships with Flow Models

Learn how flow models improve understanding of cause and effect.

Minh Khoa Le, Kien Do, Truyen Tran

2025-03-01T12:32:13+00:00 ― 7 min read

Machine Learning Revving Up Transportation with Multimodal LLMs

Innovative technology reshapes travel, enhancing efficiency and safety.

Dexter Le, Aybars Yunusoglu, Karn Tiwari

2025-03-01T06:23:51+00:00 ― 6 min read

Robotics NEST: The Future of Self-Driving Predictions

NEST helps autonomous vehicles predict movement, enhancing road safety and efficiency.

Chengyue Wang, Haicheng Liao, Bonan Wang

2025-03-01T05:35:42+00:00 ― 7 min read

Machine Learning Innovative Algorithm Revolutionizes Federated Learning

A new approach enhances collaboration in Federated Learning while preserving data privacy.

Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino

2025-03-01T03:11:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Boosting CNNs with Attention Mechanisms

Combining CNNs and attention methods for better image classification performance.

Nikhil Kapila, Julian Glattki, Tejas Rathi

2025-03-01T02:23:06+00:00 ― 7 min read

Machine Learning Faster Algorithms Transform Neural Network Training

New algorithms speed up neural network calculations, enhancing efficiency and accuracy.

Kyle R. Chickering

2025-03-01T02:21:51+00:00 ― 6 min read

Machine Learning Smoothing the Data Gap with TDSS

A new method improves data adaptation between different sources.

Wei Chen, Guo Ye, Yakun Wang

2025-03-01T01:34:57+00:00 ― 6 min read

Quantitative Methods New Insights into Protein Flexibility Using Generative Modeling

Scientists use generative modeling to understand protein shapes and functions.

Sai Advaith Maddipatla, Nadav Bojan Sellam, Sanketh Vedula

2025-03-01T00:34:28+00:00 ― 8 min read

Machine Learning Navigating Predictive Multiplicity in AI Models

Learn how data preprocessing affects predictions in machine learning.

Mustafa Cavus, Przemyslaw Biecek

2025-02-28T21:16:40+00:00 ― 7 min read

Computation and Language Improving Large Language Models: A New Framework

A fresh approach to enhance instruction-following in language models.

Jiale Cheng, Xiao Liu, Cunxiang Wang

2025-02-28T18:21:36+00:00 ― 6 min read

Machine Learning Revolutionizing Deep Learning with DQA

DQA offers a smart solution for efficient deep quantization in resource-limited devices.

Wenhao Hu, Paul Henderson, José Cano

2025-02-28T16:11:29+00:00 ― 6 min read

Robotics Safe and Agile: The Future of Quadrupedal Robots

Introducing a safety system for quadrupedal robots in complex environments.

Albert Lin, Shuang Peng, Somil Bansal

2025-02-28T15:40:30+00:00 ― 6 min read

Machine Learning Revolutionizing Graph Node Clustering with THESAURUS

THESAURUS improves graph clustering by using semantic prototypes and structure.

Bowen Deng, Tong Wang, Lele Fu

2025-02-28T11:56:24+00:00 ― 6 min read

Computation and Language The Rise of Unsupervised Dependency Parsing

A look at how unsupervised dependency parsing is transforming language processing.

Behzad Shayegh, Hobie H. -B. Lee, Xiaodan Zhu

2025-02-28T11:08:15+00:00 ― 5 min read

Machine Learning Streamlining Decisions with Online Linear Programming

Learn how to make quick and smart resource decisions efficiently.

Jingruo Sun, Wenzhi Gao, Ellen Vitercik

2025-02-28T11:06:18+00:00 ― 5 min read

Machine Learning Understanding Symmetries in Machine Learning

Learn how symmetries can improve machine learning models in recognizing objects.

Andrea Perin, Stephane Deny

2025-02-28T08:43:48+00:00 ― 6 min read

Machine Learning Aligning AI with Our Values: The Challenge of Reward Hacking

Discover how AI can align with human intentions without unintended outcomes.

Paria Rashidinejad, Yuandong Tian

2025-02-28T06:01:07+00:00 ― 5 min read

Machine Learning Graduated Optimization: A Key to Smarter Machine Learning

Learn how graduated optimization improves deep learning techniques.

Naoki Sato, Hideaki Iiduka

2025-02-28T05:31:12+00:00 ― 6 min read

Computers and Society Decoding Model Licensing in Machine Learning

A guide to understanding model licensing for machine learning projects.

Moming Duan, Rui Zhao, Linshan Jiang

2025-02-28T01:30:27+00:00 ― 8 min read

Machine Learning GeLoRA: A Smarter Way to Fine-Tune AI Models

GeLoRA simplifies and cuts costs for fine-tuning large language models.

Abdessalam Ed-dib, Zhanibek Datbayev, Amine Mohamed Aboussalah

2025-02-28T00:55:56+00:00 ― 5 min read

Machine Learning Revolutionizing Diagnostic Coding in Healthcare

New technologies improve accuracy in healthcare diagnostic coding, enhancing patient care.

Prajwal Kailas, Max Homilius, Rahul C. Deo

2025-02-28T00:42:18+00:00 ― 7 min read

Machine Learning Revolutionizing Data Privacy with Vertical Federated Learning

Learn how Vertical Federated Learning enhances data privacy in collaborative machine learning.

Mengde Han, Tianqing Zhu, Lefeng Zhang

2025-02-27T23:54:09+00:00 ― 7 min read

Machine Learning Automating Patient Data Extraction in Health Research

New methods streamline patient data extraction from complex health databases.

Purity Mugambi, Alexandra Meliou, Madalina Fiterau

2025-02-27T22:17:51+00:00 ― 8 min read

Computer Vision and Pattern Recognition Enhancing Medical Collaboration with FedCAR

Hospitals collaborate safely using FedCAR for better medical image generation.

Minjun Kim, Minjee Kim, Jinhoon Jeong

2025-02-27T21:29:42+00:00 ― 6 min read

Computation and Language Navigating Knowledge Hijacking in Language Models

Learn how language models use in-context learning and face challenges.

Shuo Wang, Issei Sato

2025-02-27T20:41:33+00:00 ― 6 min read

Computer Science - Machine Learning