Machine Learning

Machine Learning Unlocking the Secrets of Operator Learning

A closer look at operator learning and neural networks for solving complex equations.

Dustin Enyeart, Guang Lin

2025-03-21T21:22:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Detecting Sneaky Backdoor Attacks in AI Models

A proactive method using Vision Language Models aims to detect hidden backdoor attacks.

Kyle Stein, Andrew Arash Mahyari, Guillermo Francia

2025-03-21T20:44:15+00:00 ― 7 min read

Cryptography and Security Defeating Scams with AI: A New Hope

How language models can help identify and combat online scams.

Isha Chadalavada, Tianhui Huang, Jessica Staddon

2025-03-21T17:31:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Simplifying Image Editing: A New Way

This new method streamlines image editing using text commands.

Vladimir Kulikov, Matan Kleiner, Inbar Huberman-Spiegelglas

2025-03-21T14:19:03+00:00 ― 6 min read

Machine Learning Predicting Events with Neural Marked Temporal Point Processes

Learn how Neural MTPPs improve event timing and type predictions.

Tanguy Bosser, Souhaib Ben Taieb

2025-03-21T10:18:18+00:00 ― 6 min read

Systems and Control Revolutionizing Spacecraft Rendezvous with L-TSG

A new system enhances spacecraft rendezvous efficiency and safety in space missions.

Taehyeun Kim, Robin Inho Kee, Ilya Kolmanovsky

2025-03-21T10:06:36+00:00 ― 6 min read

Artificial Intelligence Designing Smart AI Skills: The MaestroMotif Method

Discover how AI learns skills through human guidance and simple instructions.

Martin Klissarov, Mikael Henaff, Roberta Raileanu

2025-03-21T03:04:57+00:00 ― 6 min read

Machine Learning Transforming Predictions in Chemistry with EFA

EFA improves predictions by efficiently capturing long-range effects in machine learning.

J. Thorben Frank, Stefan Chmiela, Klaus-Robert Müller

2025-03-21T02:16:48+00:00 ― 6 min read

Artificial Intelligence Unlocking the Power of Algebraic Circuits

Discover how algebraic circuits simplify complex problem-solving across multiple fields.

Benjie Wang, Denis Deratani Mauá, Guy Van den Broeck

2025-03-21T00:29:05+00:00 ― 5 min read

Machine Learning Smart Choices: AI Decision-Making with MPC

Discover how Model Predictive Control boosts machine decision-making abilities.

Kehan Wen, Yutong Hu, Yao Mu

2025-03-21T00:14:24+00:00 ― 5 min read

Machine Learning Energy Efficiency in Machine Learning Training

A new method balances model performance and energy use.

Daniel Geissler, Bo Zhou, Sungho Suh

2025-03-20T23:04:12+00:00 ― 8 min read

Machine Learning Making Machine Learning Models Transparent

A new method clarifies machine learning decision-making for better trust and reliability.

Daniel Geissler, Bo Zhou, Mengxi Liu

2025-03-20T20:39:45+00:00 ― 6 min read

Cryptography and Security Catching Malware Using Images and AI

Researchers use deep learning and images to improve malware detection.

Atharva Khadilkar, Mark Stamp

2025-03-20T19:51:36+00:00 ― 5 min read

Biomolecules A New Era in Drug Design with PP2Drug

PP2Drug is transforming drug design by streamlining the process for creating new candidates.

Conghao Wang, Yuguang Mu, Jagath C. Rajapakse

2025-03-20T19:40:10+00:00 ― 7 min read

Machine Learning Generative Modeling: Making Sense of Tabular Data

Learn how new methods improve data generation in the world of Deep Learning.

Aníbal Silva, André Restivo, Moisés Santos

2025-03-20T19:23:54+00:00 ― 10 min read

Machine Learning REPEAT: A Clearer Look into AI Decisions

REPEAT enhances AI explanations, clarifying pixel importance and confidence levels.

Kristoffer K. Wickstrøm, Thea Brüsch, Michael C. Kampffmeyer

2025-03-20T19:03:27+00:00 ― 7 min read

Machine Learning Revolutionizing Sample Quality Assessment with Polynomial Stein Discrepancy

A new method streamlines how we measure sample quality in statistical analysis.

Narayan Srinivasan, Matthew Sutton, Christopher Drovandi

2025-03-20T14:18:43+00:00 ― 8 min read

Machine Learning Optimizing Health Interventions with WHIRL

A new system improves maternal health support through smart resource allocation.

Gauri Jain, Pradeep Varakantham, Haifeng Xu

2025-03-20T11:50:06+00:00 ― 8 min read

Machine Learning Revolutionizing Traffic Flow Predictions with Federated Learning

Learn how federated learning transforms traffic predictions while keeping data private.

Fermin Orozco, Pedro Porto Buarque de Gusmão, Hongkai Wen

2025-03-20T11:01:57+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Video Prediction Models

New methods improve video predictions using less data.

Gaurav Shrivastava, Abhinav Shrivastava

2025-03-20T04:08:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition ALoRE: Smart Solutions for Image Recognition

ALoRE optimizes model training for efficient image recognition and broader applications.

Sinan Du, Guosheng Zhang, Keyao Wang

2025-03-20T03:48:36+00:00 ― 7 min read

Machine Learning Optimizing Choices for Better Outcomes

Learn how global optimization improves decision-making across various fields.

Filippo Airaldi, Bart De Schutter, Azita Dabiri

2025-03-19T23:03:10+00:00 ― 13 min read

Machine Learning The Importance of Bolted Joints in Engineering

Discover how bolted joints keep our world connected and safe.

Ines Boujnah, Nehal Afifi, Andreas Wettstein

2025-03-19T22:59:42+00:00 ― 8 min read

Signal Processing Advancements in Brain-Computer Interfaces with EDoRA

EEG technology opens new paths for brain-computer communication.

Taveena Lotey, Aman Verma, Partha Pratim Roy

2025-03-19T18:37:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Visuals: The Role of Scene Graphs

A new method to evaluate AI's image and video generation using scene graphs.

Ziqi Gao, Weikai Huang, Jieyu Zhang

2025-03-19T12:33:45+00:00 ― 6 min read

Databases Mastering Schema Matching: The Key to Data Integration

Learn how schema matching improves data integration across various sectors.

Yurong Liu, Eduardo Pena, Aecio Santos

2025-03-19T11:45:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Battling Model Collapse in Generative Models

Learn how to prevent model collapse in generative models using real data.

Huminhao Zhu, Fangyikang Wang, Tianyu Ding

2025-03-19T10:09:18+00:00 ― 6 min read

Machine Learning Boosting Reinforcement Learning with Bounded Exploration

A new method improves agent learning through efficient exploration strategies.

Ting Qiao, Henry Williams, David Valencia

2025-03-19T08:45:36+00:00 ― 6 min read

Machine Learning Boosting Fairness in Machine Learning with Input Mutation

Learn how input mutation can enhance fairness in machine learning systems.

Zhenpeng Chen, Xinyue Li, Jie M. Zhang

2025-03-19T08:33:00+00:00 ― 6 min read

Machine Learning Mamba: Transforming Dynamic Graph Learning

Mamba framework addresses challenges in dynamic graphs for efficient learning and analysis.

Haonan Yuan, Qingyun Sun, Zhaonan Wang

2025-03-19T07:44:51+00:00 ― 6 min read

Machine Learning AGMixup: A Game Changer for Graph Learning

Revolutionizing machine learning with innovative graph mixup techniques.

Weigang Lu, Ziyu Guan, Wei Zhao

2025-03-19T05:20:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Knowledge Distillation: Smarter AI with Less Power

Learn how lightweight AI models retain knowledge efficiently.

Jiaming Lv, Haoyuan Yang, Peihua Li

2025-03-19T04:32:15+00:00 ― 6 min read

Computation and Language The Hidden Patterns of Autoprompts in AI

Discover the secrets behind autoprompts and their impact on language models.

Nathanaël Carraz Rakotonirina, Corentin Kervadec, Francesca Franzon

2025-03-19T02:55:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Visual-Language Models: Bridging Images and Text

Discover how visual-language models connect images and text for smarter machines.

Quang-Hung Le, Long Hoang Dang, Ngan Le

2025-03-19T02:07:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Innovative AI Model Detects Oil Spills Faster

New technology improves early detection of oil spills to protect marine life.

Jaeho Moon, Jeonghwan Yun, Jaehyun Kim

2025-03-19T01:19:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bridging Sights and Words: Challenges for Vision-Language Models

Vision-Language Models face challenges in understanding language structure for image-text tasks.

Sri Harsha Dumpala, David Arps, Sageev Oore

2025-03-19T00:31:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Enhancing Vision-Language Models with HIST Framework

Learn how the HIST framework improves image and text understanding.

Jiayun Luo, Mir Rayat Imtiaz Hossain, Boyang Li

2025-03-18T23:43:21+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Dynamic Systems

Discover how new methods are improving predictions in uncertain dynamic environments.

Aoming Liang, Qi Liu, Lei Xu

2025-03-18T18:54:27+00:00 ― 6 min read

Machine Learning Sentiment Analysis: A New Era in Finance

Discover how sentiment analysis is transforming financial market predictions.

Abraham Atsiwo

2025-03-18T16:30:00+00:00 ― 6 min read

Robotics Revolutionizing Robot Training with RLDG

RLDG enhances robot learning through high-quality data, improving task performance.

Charles Xu, Qiyang Li, Jianlan Luo

2025-03-18T15:41:51+00:00 ― 5 min read

Computer Science - Machine Learning

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