Computer Science - Machine Learning

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Machine Learning Comparing Diffusion and Consistency Models in AI

A look at how diffusion and consistency models create images.

Noël Vouitsis, Rasa Hosseinzadeh, Brendan Leigh Ross

2025-05-24T11:55:03+00:00 ― 6 min read

Machine Learning The Rise of Jailbreaking Language Models

Learn how people are bypassing safety limits on advanced language models.

Piyush Jha, Arnav Arora, Vijay Ganesh

2025-05-24T11:02:51+00:00 ― 6 min read

Machine Learning Frugal Flows: A New Approach in Causal Inference

A flexible model for better data analysis and causal understanding.

Daniel de Vassimon Manela, Laura Battaglia, Robin J. Evans

2025-05-24T11:01:42+00:00 ― 7 min read

Robotics Advancing Quadruped Robot Mobility with New Learning Methods

A new approach improves quadruped robots' movement skills and adaptability.

Reece O'Mahoney, Alexander L. Mitchell, Wanming Yu

2025-05-24T09:57:36+00:00 ― 8 min read

Machine Learning Understanding Steering Vectors and Autoencoders

This article discusses the relationship between steering vectors and sparse autoencoders in AI.

Harry Mayne, Yushi Yang, Adam Mahdi

2025-05-24T09:05:24+00:00 ― 6 min read

Machine Learning Promoting Fairness in Federated Learning

A new framework ensures fair performance across all devices in federated learning.

Shogo Nakakita, Tatsuya Kaneko, Shinya Takamaeda-Yamazaki

2025-05-24T08:16:26+00:00 ― 5 min read

Machine Learning ScaleNet: Advancing Graph Neural Networks

ScaleNet improves graph analysis with innovative techniques for better node classification.

Qin Jiang, Chengjia Wang, Michael Lones

2025-05-24T08:00:09+00:00 ― 7 min read

Computer Vision and Pattern Recognition Detecting Unusual Events in Video Surveillance

Learn how technology helps identify anomalies in video footage.

Sareh Soltani Nejad, Anwar Haque

2025-05-24T07:47:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition TRACE: A New Approach to Health Risk Assessment

Discover how TRACE improves health evaluations with advanced data integration.

Dionysis Christopoulos, Sotiris Spanos, Valsamis Ntouskos

2025-05-24T07:21:00+00:00 ― 7 min read

Machine Learning Understanding Explainability in Machine Learning Models

Learn how explainability improves trust and performance in machine learning.

Davin Hill, Josh Bone, Aria Masoomi

2025-05-24T06:53:48+00:00 ― 7 min read

Machine Learning Battling Adversarial Attacks in Deep Learning

Examining strategies to improve deep learning's reliability against adversarial threats.

Rui Luo, Jie Bao, Zhixin Zhou

2025-05-24T06:52:28+00:00 ― 6 min read

Machine Learning The Evolution of Power Grids in Modern Times

Exploring the future of power grids and the role of advanced tools.

Alban Puech, François Mirallès, Jonas Weiss

2025-05-24T06:02:42+00:00 ― 5 min read

Cryptography and Security Securing O-RAN: The New Frontier in Wireless Networks

O-RAN offers better coverage but faces security challenges that need addressing.

Mojdeh Karbalaee Motalleb, Chafika Benzaid, Tarik Taleb

2025-05-24T05:23:33+00:00 ― 6 min read

Machine Learning Making AI Models Smaller with ZipNN

ZipNN compresses AI models efficiently, keeping essential details intact.

Moshik Hershcovitch, Andrew Wood, Leshem Choshen

2025-05-24T04:43:51+00:00 ― 5 min read

Computation and Language Dynamic Subset Tuning: A New Method for Optimizing AI Training

Discover how Dynamic Subset Tuning enhances AI model training efficiency.

Felix Stahlberg, Jared Lichtarge, Shankar Kumar

2025-05-24T04:18:18+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Deep Learning Models

Understanding how deep learning models handle uncertainty is crucial for accurate predictions.

Rebecca Nevin, Aleksandra Ćiprijanović, Brian D. Nord

2025-05-24T04:05:15+00:00 ― 7 min read

Machine Learning Surrogate Losses: A New Approach in Deep Learning

This article discusses the role of surrogate losses in solving complex machine learning problems.

Ryan D'Orazio, Danilo Vucetic, Zichu Liu

2025-05-24T04:00:34+00:00 ― 5 min read

Machine Learning LAMINAR: A New Way to Measure Data Relationships

LAMINAR offers fresh approaches to organizing and understanding complex data.

Christian Kleiber, William H. Oliver, Tobias Buck

2025-05-24T03:00:00+00:00 ― 5 min read

Machine Learning Understanding Information Flow Through Transfer Entropy

A look at how transfer entropy measures information sharing in various systems.

Kieran A. Murphy, Zhuowen Yin, Dani S. Bassett

2025-05-24T02:34:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition New Model Enhances Detection of Brain's Cleanup System

Researchers unveil a model to better identify brain waste-clearing vessels.

Fabian Bongratz, Markus Karmann, Adrian Holz

2025-05-24T02:33:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition Streamlining Cancer Diagnosis with Whole Slide Images

A new approach enhances efficiency in analyzing medical images for cancer detection.

Ravi Kant Gupta, Dadi Dharani, Shambhavi Shanker

2025-05-24T01:54:45+00:00 ― 8 min read

Machine Learning Understanding Causal Attention in Transformers

A closer look at how causal attention shapes AI language models.

Nikita Karagodin, Yury Polyanskiy, Philippe Rigollet

2025-05-24T01:50:43+00:00 ― 7 min read

Audio and Speech Processing Using Voice Assistants to Detect Mild Cognitive Impairment

Voice assistants help identify early signs of memory issues in older adults.

Nana Lin, Youxiang Zhu, Xiaohui Liang

2025-05-24T01:31:44+00:00 ― 7 min read

Machine Learning Protecting Personal Data in the Age of AI

This article discusses protecting our personal data from language models.

Abhinav Java, Simra Shahid, Chirag Agarwal

2025-05-24T01:15:36+00:00 ― 5 min read

Machine Learning Dynamic Policy Gradient: A New Approach to Reinforcement Learning

Introducing DynPG, a method that enhances agent learning in complex environments.

Sara Klein, Xiangyuan Zhang, Tamer Başar

2025-05-24T00:24:09+00:00 ― 5 min read

Image and Video Processing MINDSETS: A New Hope in Dementia Diagnosis

A new method improves the early diagnosis of Alzheimer's and vascular dementia.

Salma Hassan, Dawlat Akaila, Maryam Arjemandi

2025-05-24T00:11:33+00:00 ― 7 min read

Cryptography and Security Trap-MID: A New Defense Against Model Inversion Attacks

Trap-MID offers a clever way to protect data from hackers.

Zhen-Ting Liu, Shang-Tse Chen

2025-05-23T23:44:15+00:00 ― 7 min read

Computation and Language Introducing STEP: A New Framework for Language Agents

STEP improves language agents' planning abilities through structured memory and task management.

Minh Nguyen, Ehsan Shareghi

2025-05-23T22:52:03+00:00 ― 10 min read

Systems and Control Smart Farming: How Reinforcement Learning Helps Crop Management

Learn how technology aids farmers in optimizing crop yield with reinforcement learning.

Joseph Balderas, Dong Chen, Yanbo Huang

2025-05-23T22:51:22+00:00 ― 5 min read

Machine Learning Ensuring Fairness in AI Decision-Making

Exploring fairness measures in algorithms for better decision-making.

Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski

2025-05-23T22:39:00+00:00 ― 8 min read

Computer Science and Game Theory Finding Truth in Crowded Opinions

A look at how voting can clarify opinions in large groups.

Hadi Hosseini, Debmalya Mandal, Amrit Puhan

2025-05-23T21:07:39+00:00 ― 4 min read

Computation and Language Building a Bangla Grammar Checker

Automating grammar and spelling fixes for Bangla writing errors.

Shayekh Bin Islam, Ridwanul Hasan Tanvir, Sihat Afnan

2025-05-23T20:41:33+00:00 ― 6 min read

Machine Learning Improving Graph Neural Networks with Regularization

Learn how regularization boosts the stability of Graph Neural Networks.

Maya Bechler-Speicher, Moshe Eliasof

2025-05-23T19:52:44+00:00 ― 6 min read

Systems and Control Improving Energy Price Predictions with MCTS

A new method enhances price predictions in renewable energy grids using advanced techniques.

Fabio Pavirani, Jonas Van Gompel, Seyed Soroush Karimi Madahi

2025-05-23T18:50:49+00:00 ― 5 min read

Machine Learning Conformal Risk Minimization: A New Approach

A look at how CRM improves prediction models and manages uncertainty.

Sima Noorani, Orlando Romero, Nicolo Dal Fabbro

2025-05-23T18:30:06+00:00 ― 5 min read

Machine Learning Making Fair Choices in Hiring with Predictions

A new approach to fair hiring even with uncertain predictions.

Eric Balkanski, Will Ma, Andreas Maggiori

2025-05-23T18:04:57+00:00 ― 5 min read

Computation and Language KULCQ: A New Approach to Intent Discovery

KULCQ enhances intent discovery by focusing on keywords in user messages.

Pranav Guruprasad, Negar Mokhberian, Nikhil Varghese

2025-05-23T17:51:54+00:00 ― 5 min read

Machine Learning Federated Learning: The Future of Data Privacy in IIoT

Discover how Federated Learning addresses data privacy in connected devices.

Alexandros Gkillas, Aris Lalos

2025-05-23T17:30:38+00:00 ― 7 min read

Machine Learning FedRewind: A New Approach in Federated Learning

FedRewind improves collaboration among nodes in federated learning while maintaining data privacy.

Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri

2025-05-23T17:25:48+00:00 ― 8 min read

Machine Learning Strategic Conformal Prediction: Managing Uncertainty in Machine Learning

SCP helps predict outcomes while considering strategic behavior changes.

Daniel Csillag, Claudio José Struchiner, Guilherme Tegoni Goedert

2025-05-23T17:07:28+00:00 ― 4 min read