Computer Science - Machine Learning

RSS

Cryptography and Security Protecting Embeddings-as-a-Service from Imitation Risks

Examining vulnerabilities in EaaS and new watermarking defense strategies.

Anudeex Shetty, Qiongkai Xu, Jey Han Lau

Jun 20, 2025 ― 6 min read

Machine Learning Introducing Tiny-toxic-detector: A Compact Solution for Online Moderation

Tiny-toxic-detector identifies toxic comments effectively while using minimal resources.

Michiel Kamphuis

Jun 20, 2025 ― 5 min read

Machine Learning Advancements in Quaternion-Valued Convolutional Neural Networks

Analyzing the impact of quaternion-based components on image classification performance.

Gerardo Altamirano-Gómez, Carlos Gershenson

Jun 20, 2025 ― 5 min read

Multiagent Systems Introducing MAPF-GPT: A New Solver for Multi-Agent Pathfinding

MAPF-GPT offers an innovative approach to solving multi-agent pathfinding challenges using machine learning.

Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov

Jun 20, 2025 ― 8 min read

Machine Learning Addressing Unmeasured Confounding in Causal Research

A method to clarify causal relationships despite unmeasured factors.

Patrick Burauel, Frederick Eberhardt, Michel Besserve

Jun 20, 2025 ― 6 min read

Distributed, Parallel, and Cluster Computing Efficient Training of Long-Context Language Models Using FPDT

FPDT offers a solution for training long-context LLMs more efficiently.

Jinghan Yao, Sam Ade Jacobs, Masahiro Tanaka

Jun 20, 2025 ― 5 min read

Machine Learning Cybersecurity Challenges in Renewable Energy Systems

Examining how cyber threats affect smart inverters and power stability.

Romesh Prasad, Malik Hassanaly, Xiangyu Zhang

Jun 20, 2025 ― 5 min read

Machine Learning Understanding Transfer Learning and Scaling Laws

A look at how transfer learning impacts model performance through scaling laws.

Matthew Barnett

Jun 20, 2025 ― 6 min read

Machine Learning S-SIRUS: A New Approach to Spatial Data Interpretation

A novel method to explain predictions in spatially dependent data using Random Forest.

Luca Patelli, Natalia Golini, Rosaria Ignaccolo

Jun 20, 2025 ― 6 min read

Cryptography and Security Tackling Email Spam with Visual Detection

A new system detects spam by analyzing email designs, enhancing security measures.

Sachin Shukla, Omid Mirzaei

Jun 20, 2025 ― 5 min read

Robotics Robots Learning Through Motion Similarity

Research shows robots can improve learning using motion patterns from previous tasks.

Li-Heng Lin, Yuchen Cui, Amber Xie

Jun 20, 2025 ― 6 min read

Machine Learning Insights into Multi-Task and Continual Learning

Exploring the challenges of Multi-Task and Continual Learning in machine learning.

Mohammadamin Banayeeanzade, Mahdi Soltanolkotabi, Mohammad Rostami

Jun 20, 2025 ― 6 min read

Machine Learning Improving Bayesian Neural Networks with Symmetrization

A new method enhances the performance of Bayesian neural networks through symmetrization.

Yoav Gelberg, Tycho F. A. van der Ouderaa, Mark van der Wilk

Jun 20, 2025 ― 5 min read

Computation and Language Advancements in Multilingual Coreference Resolution

This work improves coreference resolution across languages with a new dataset and methods.

Ondřej Pražák, Miloslav Konopík

Jun 20, 2025 ― 6 min read

Computation and Language The Future of Recipe Generation

Exploring advancements in generating detailed food recipes with AI tools.

Fnu Mohbat, Mohammed J. Zaki

Jun 20, 2025 ― 5 min read

Computation and Language Enhancing TTS for Low-Resource Languages

This article explores methods for improving text-to-speech systems for underrepresented languages.

Asma Amalas, Mounir Ghogho, Mohamed Chetouani

Jun 20, 2025 ― 6 min read

Machine Learning Improving Multimodal VAEs with Diffusion Decoders

A new approach enhances image quality in multimodal VAEs using diffusion decoders.

Daniel Wesego, Amirmohammad Rooshenas

Jun 20, 2025 ― 7 min read

Machine Learning Improving Neural Network Training for Physics Equations

A new method enhances neural networks for solving complex physics equations.

Yilong Hou, Xi'an Li, Jinran Wu

Jun 20, 2025 ― 4 min read

Robotics Improving Machine Tending with Multi-Robot Systems

Collaborative robots enhance productivity in manufacturing through efficient machine tending.

Abdalwhab Abdalwhab, Giovanni Beltrame, Samira Ebrahimi Kahou

Jun 20, 2025 ― 6 min read

Machine Learning Advancements in Topological Deep Learning

A look into the evolving field of topological deep learning models and their strengths.

Yam Eitan, Yoav Gelberg, Guy Bar-Shalom

Jun 20, 2025 ― 4 min read

Machine Learning Simplifying Graphs with Structural Attention Matching

A new method for reducing complex graphs while retaining key features for classification.

Arash Rasti-Meymandi, Ahmad Sajedi, Zhaopan Xu

Jun 20, 2025 ― 5 min read

Computer Vision and Pattern Recognition Advancing Image Editing with Diffusion Models

A new method improves precision in localized image edits using diffusion models.

Theodoros Kouzelis, Manos Plitsis, Mihalis A. Nicolaou

Jun 20, 2025 ― 5 min read

Data Structures and Algorithms Simplifying Tensor Completion for Rank-1 Structures

New methods improve tensor completion accuracy with fewer samples.

Alejandro Gomez-Leos, Oscar López

Jun 20, 2025 ― 5 min read

Networking and Internet Architecture Efficient Spectrum Sharing with AdapShare

AdapShare enhances spectrum management for modern communication networks.

Sneihil Gopal, David Griffith, Richard A. Rouil

Jun 20, 2025 ― 6 min read

Machine Learning Advancements in Physics-Informed Neural Networks

PINNs merge physics with data to solve complex scientific problems efficiently.

Maziar Raissi, Paris Perdikaris, Nazanin Ahmadi

Jun 20, 2025 ― 5 min read

Machine Learning Advancing Analysis of Dynamic Directed Graphs with DNDN

Dynamic Neural Dowker Network enhances analysis of evolving directed graphs.

Hao Li, Hao Jiang, Jiajun Fan

Jun 20, 2025 ― 6 min read

Machine Learning New Training Methods for GFlowNets

A novel approach to enhance GFlowNet training with policy-dependent rewards.

Puhua Niu, Shili Wu, Mingzhou Fan

Jun 20, 2025 ― 5 min read

Machine Learning New Neural Networks for CW-complex Analysis

Innovative networks that learn from CW-complex data structures in various fields.

Rahul Khorana

Jun 20, 2025 ― 5 min read

Machine Learning Improving Language Models for Diverse Outputs

A new approach enhances language model responses and reduces overfitting.

Ziniu Li, Congliang Chen, Tian Xu

Jun 20, 2025 ― 6 min read

Machine Learning Advancements in Robust Kernel Goodness-of-Fit Testing

A new method improves model accuracy in statistical analysis.

Xing Liu, François-Xavier Briol

Jun 20, 2025 ― 6 min read

Computer Vision and Pattern Recognition Analyzing Figure Skating Jumps with Video Technology

New methods improve video analysis of figure skating performances.

Ryota Tanaka, Tomohiro Suzuki, Keisuke Fujii

Jun 20, 2025 ― 6 min read

Machine Learning A New Model for Processing Sequential Data

Combining Tsetlin machines and hyperdimensional vectors for efficient data handling.

Christian D. Blakely

Jun 20, 2025 ― 6 min read

Machine Learning Improving Time Series Data Generation with NC-VQVAE

A new model enhances time series generation by capturing simple and complex data features.

Johan Vik Mathisen, Erlend Lokna, Daesoo Lee

Jun 20, 2025 ― 6 min read

Quantum Physics Quantum Learning: Bridging Physics and Machine Learning

A look into how quantum properties enhance machine learning techniques.

Mohsen Heidari, Wojciech Szpankowski

Jun 20, 2025 ― 6 min read

Machine Learning Improving Anomaly Detection in HCAL Monitoring

This article examines the use of transfer learning for anomaly detection in HCAL data.

Mulugeta Weldezgina Asres, Christian Walter Omlin, Long Wang

Jun 20, 2025 ― 8 min read

Machine Learning A New Approach to Time Series Classification with Missing Data

Introducing an integrated model for time series classification that improves handling missing values.

Pengshuai Yao, Mengna Liu, Xu Cheng

Jun 20, 2025 ― 5 min read

Machine Learning CrisperWhisper: Enhancing Speech Recognition Accuracy

CrisperWhisper improves timestamp accuracy in speech recognition, benefiting various fields.

Laurin Wagner, Bernhard Thallinger, Mario Zusag

Jun 20, 2025 ― 5 min read

Robotics Advancing Legged Robots: Understanding Terrain Properties

Robots enhance their mobility by learning to predict terrain characteristics.

Jiaqi Chen, Jonas Frey, Ruyi Zhou

Jun 20, 2025 ― 6 min read

Quantum Physics Advancements in Quantum Circuit Learning

Discover how machine learning is improving quantum circuit understanding and predictions.

Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao

Jun 20, 2025 ― 7 min read

Machine Learning Smart Recommendations: The Role of Hott Items

Learn how hott items enhance online recommendation systems for better user experiences.

Dheeraj Baby, Soumyabrata Pal

Jun 20, 2025 ― 6 min read