Machine Learning

Machine Learning The Future of Driver Identification: Real-World Solutions

Unlocking driver identification technology for safer, personalized driving experiences.

Mattia Fanan, Davide Dalle Pezze, Emad Efatinasab

2025-03-08T05:19:03+00:00 ― 5 min read

Machine Learning Clear Paths in Processor Design

Discover how Fuzzy Neural Networks improve processor design with clarity and speed.

Hanwei Fan, Ya Wang, Sicheng Li

2025-03-08T03:42:45+00:00 ― 8 min read

Machine Learning Targeted Behavior Attacks on AI: A Growing Concern

Manipulating AI behavior poses serious risks in advanced systems.

Fengshuo Bai, Runze Liu, Yali Du

2025-03-07T22:53:51+00:00 ― 6 min read

Sound Revolutionizing Audio: The ZeroBAS Method

Transforming mono audio into immersive binaural experiences with innovative techniques.

Alon Levkovitch, Julian Salazar, Soroosh Mariooryad

2025-03-07T20:24:00+00:00 ― 7 min read

Machine Learning Large Language Models in Time Series Analysis

Discover how LLMs are shaping time series data insights.

Francis Tang, Ying Ding

2025-03-07T15:40:30+00:00 ― 6 min read

Image and Video Processing Revolutionizing CT Imaging with 2DeteCT Dataset

New dataset enables better comparisons of CT reconstruction algorithms.

Maximilian B. Kiss, Ander Biguri, Zakhar Shumaylov

2025-03-07T15:27:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Tissue Detection with MEATRD

New method improves detection of abnormal tissue regions in medical research.

Kaichen Xu, Qilong Wu, Yan Lu

2025-03-07T14:56:22+00:00 ― 4 min read

Machine Learning FTC-GNN: Speeding Up Graph Neural Networks

FTC-GNN revolutionizes GNN performance through efficient core integration.

Ka Wai Wu

2025-03-07T14:52:21+00:00 ― 8 min read

Cryptography and Security Battling Adversarial Examples in Cybersecurity

Discover how adversarial examples challenge cybersecurity and the defenses against them.

Li Li

2025-03-07T14:04:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition Sit Smart: How Tech Can Improve Posture

A new system helps monitor and improve sitting habits for better health.

Hang Jin, Xin He, Lingyun Wang

2025-03-07T13:16:03+00:00 ― 7 min read

Cryptography and Security Guarding Against Hidden Threats in AI Models

Discovering the dangers of backdoor attacks in diffusion models.

Yuning Han, Bingyin Zhao, Rui Chu

2025-03-07T11:39:45+00:00 ― 7 min read

Machine Learning Revolutionizing Online Advertising with Intelligent Bidding

Discover how Oracle Imitation Learning enhances online ad bidding strategies.

Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang

2025-03-07T10:51:36+00:00 ― 7 min read

Machine Learning Generative AI: The Future of Scientific Discovery

AI is transforming how we conduct scientific research and develop new ideas.

Chandan K Reddy, Parshin Shojaee

2025-03-07T08:27:09+00:00 ― 5 min read

Computation and Language Tackling Bias in Generative Language Models

Examining biases in AI language models and strategies for improvement.

Akshita Jha, Sanchit Kabra, Chandan K. Reddy

2025-03-07T07:39:00+00:00 ― 7 min read

Machine Learning Smart Energy Solutions for Buildings

Discover how to optimize energy use in buildings while ensuring comfort.

Alejandro Campoy-Nieves, Antonio Manjavacas, Javier Jiménez-Raboso

2025-03-07T05:35:42+00:00 ― 7 min read

Computation and Language The Word Trend: LLMs and Scientific Writing

Examining how LLMs influence word choice in scientific papers.

Tom S. Juzek, Zina B. Ward

2025-03-07T05:14:33+00:00 ― 7 min read

Machine Learning Local Finetuning of Language Models in Finance

Discover how finetuning language models improves financial data analysis and privacy.

Dannong Wang, Daniel Kim, Bo Jin

2025-03-07T03:38:15+00:00 ― 6 min read

Computation and Language ChatTime: A New Era in Time Series Analysis

ChatTime merges time series and text data for better forecasting.

Chengsen Wang, Qi Qi, Jingyu Wang

2025-03-07T02:50:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Framework Improves Audio-Visual Video Segmentation

A new framework enhances the alignment of sounds and visuals in videos.

Kexin Li, Zongxin Yang, Yi Yang

2025-03-06T19:43:30+00:00 ― 6 min read

Software Engineering Navigating Faults in Deep Learning Models

Learn how to identify and fix issues in deep learning models effectively.

Nargiz Humbatova, Jinhan Kim, Gunel Jahangirova

2025-03-06T16:24:09+00:00 ― 4 min read

Computation and Language The Hidden Risk of Language Models: Data Leakage

Language models can unintentionally share sensitive information, raising important concerns.

Trishita Tiwari, G. Edward Suh

2025-03-06T15:36:00+00:00 ― 6 min read

Sound LatentSpeech: A Step Forward in Text-to-Speech

Revolutionizing text-to-speech with improved efficiency and natural-sounding voices.

Haowei Lou, Helen Paik, Pari Delir Haghighi

2025-03-06T14:47:24+00:00 ― 6 min read

Machine Learning Dynamic Graph Embedding: A New Frontier

Explore how dynamic graph embedding transforms our understanding of changing networks.

Ashish Parmanand Pandey, Alan John Varghese, Sarang Patil

2025-03-06T13:59:42+00:00 ― 6 min read

Machine Learning Tackling Mode Collapse in Time Series Generative Models

DMD-GEN offers new insights to improve generative models for time series data.

Amime Mohamed Aboussalah, Yassine Abbahaddou

2025-03-06T13:11:33+00:00 ― 6 min read

Machine Learning Making Better Choices with Set Functions

Learn how set functions can improve decision-making in everyday life.

Gözde Özcan, Chengzhi Shi, Stratis Ioannidis

2025-03-06T11:35:15+00:00 ― 6 min read

Sound Advancements in Text-to-Speech Technology

Discover how TTS systems are evolving to sound more human-like.

Haowei Lou, Helen Paik, Wen Hu

2025-03-06T09:51:18+00:00 ― 7 min read

Machine Learning ProFe: Transforming Decentralized Learning

Discover how ProFe improves communication in decentralized federated learning.

Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas

2025-03-06T05:58:12+00:00 ― 7 min read

Neurons and Cognition Unlocking Brain Insights: The Role of Data Integration

Combining techniques reveals deeper insights into brain activity and treatments.

Simon Wein, Marco Riebel, Lisa-Marie Brunner

2025-03-06T03:44:50+00:00 ― 6 min read

Computation and Language Unpacking Attention Heads in Machine Translation

Explore how attention heads affect pronoun disambiguation in machine translation.

Paweł Mąka, Yusuf Can Semerci, Jan Scholtes

2025-03-06T01:57:27+00:00 ― 8 min read

Software Engineering Revolutionizing Binary Analysis with Teacher-Student Framework

A new method simplifies binary code interpretation for researchers and developers.

Hanxiao Lu, Hongyu Cai, Yiming Liang

2025-03-06T00:21:09+00:00 ― 6 min read

Machine Learning Revolutionizing Physics with ANaGRAM

ANaGRAM combines machine learning and physics for better problem-solving.

Nilo Schwencke, Cyril Furtlehner

2025-03-05T21:28:50+00:00 ― 6 min read

Machine Learning Detecting Changes in Data: The PU-Index Advantage

Learn how the Prediction Uncertainty Index improves concept drift detection.

Pengqian Lu, Jie Lu, Anjin Liu

2025-03-05T21:08:33+00:00 ― 5 min read

Machine Learning Your Guide to Academic Paper Submission Success

Master the steps to submit your research paper with confidence.

Zihao Guo, Qingyun Sun, Haonan Yuan

2025-03-05T17:55:57+00:00 ― 7 min read

Machine Learning Revolutionizing Clustering with Deep Learning

Deep Spectral Clustering enhances clustering accuracy using advanced techniques.

Wengang Guo, Wei Ye

2025-03-05T17:07:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Continual Learning with AESP

A new framework improves machine learning ability to retain knowledge while learning new tasks.

Baocai Yin, Ji Zhao, Huajie Jiang

2025-03-05T16:19:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling Geographic Bias in Machine Learning

Addressing the challenges of geographic bias in object recognition technology.

Rahul Nair, Gabriel Tseng, Esther Rolf

2025-03-05T14:43:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Bias Amplification in Machine Learning

Bias in datasets can worsen AI predictions, leading to unfair outcomes.

Bhanu Tokas, Rahul Nair, Hannah Kerner

2025-03-05T13:55:12+00:00 ― 6 min read

Machine Learning The Art of Approximating Complex Probabilities

Learn how variational inference and normalizing flows improve statistical modeling.

Abhinav Agrawal, Justin Domke

2025-03-05T13:10:42+00:00 ― 9 min read

Machine Learning Ensuring Deep Neural Networks Stay Reliable

Learn how to check if neural networks remain accurate with data changes.

Xin Wang, Feilong Wang, Xuegang Ban

2025-03-05T12:18:54+00:00 ― 6 min read

Machine Learning AgroXAI: Smart Farming for a Sustainable Future

AgroXAI uses technology to help farmers choose the best crops for their land.

Ozlem Turgut, Ibrahim Kok, Suat Ozdemir

2025-03-05T09:54:27+00:00 ― 6 min read

Computer Science - Machine Learning

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