Data Science

Computer Vision and Pattern Recognition Fashion's Future: Smarter Sales Predictions

Discover how predictive models transform fast fashion sustainability.

Andrea Avogaro, Luigi Capogrosso, Franco Fummi

2025-04-03T16:53:51+00:00 ― 7 min read

Computational Complexity Unlocking the Secrets of Modern Hopfield Networks

A closer look at how MHNs can enhance machine learning.

Xiaoyu Li, Yuanpeng Li, Yingyu Liang

2025-04-03T15:17:33+00:00 ― 6 min read

Computation and Language Rethinking Language Model Evaluations: The Benchmark Issue

An in-depth look at current flaws in language model evaluations.

Sourav Banerjee, Ayushi Agarwal, Eishkaran Singh

2025-04-03T14:00:49+00:00 ― 7 min read

Methodology Unlocking the Secrets of Network Analysis

Dive into the world of networks and uncover hidden relationships.

Yuang Tian, Jiajin Sun, Yinqiu He

2025-04-03T08:55:38+00:00 ― 6 min read

Numerical Analysis Deep Operator BSDE: A Game Changer in Financial Predictions

A new method combines neural networks with BSDEs for better financial insights.

Giulia Di Nunno, Pere Díaz Lozano

2025-04-03T07:26:10+00:00 ― 6 min read

Machine Learning GL-Fusion: Bridging Graphs and Language

Discover how GL-Fusion combines Graph Neural Networks and Large Language Models for advanced AI solutions.

Haotong Yang, Xiyuan Wang, Qian Tao

2025-04-03T06:27:54+00:00 ― 7 min read

Cryptography and Security Harnessing PU and NU Learning in Cybersecurity

Learn how PU and NU Learning enhance cybersecurity measures against hidden threats.

Robert Dilworth, Charan Gudla

2025-04-03T04:51:36+00:00 ― 6 min read

Methodology Transforming Health Predictions with fGFPCA

New method improves health predictions using historical data.

Ying Jin, Andrew Leroux

2025-04-02T22:45:16+00:00 ― 9 min read

Computer Vision and Pattern Recognition Transforming Fine-Grained Visual Classification with SGIA

SGIA enhances image generation for improved accuracy in fine-grained classification.

Qiyu Liao, Xin Yuan, Min Xu

2025-04-02T19:13:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Self-Driving Cars with HSDA

New technique improves map segmentation for self-driving vehicles using high-frequency information.

Calvin Glisson, Qiuxiao Chen

2025-04-02T17:37:30+00:00 ― 6 min read

Computation and Language Sentiment Analysis in Turkish: Insights and Challenges

Exploring the emotional landscape of Turkish texts through sentiment analysis.

Şevval Çakıcı, Dilara Karaduman, Mehmet Akif Çırlan

2025-04-02T01:34:30+00:00 ― 6 min read

Bioinformatics GeSite: Revolutionizing Protein-Nucleic Acid Interaction Predictions

Discover how GeSite improves predictions of nucleic acid-binding residues.

Wenwu Zeng, Liangrui Pan, Boya Ji

2025-04-02T01:01:12+00:00 ― 8 min read

Differential Geometry The Geometry of Learning in Machine Learning

Discover how geometry shapes learning processes in statistics and neural networks.

Noémie C. Combe

2025-04-01T20:48:20+00:00 ― 5 min read

Machine Learning Why Data Quality Matters in Machine Learning

Explore the impact of data quality on machine learning performance.

Usman Anjum, Chris Trentman, Elrod Caden

2025-04-01T17:33:00+00:00 ― 7 min read

Statistics Theory Reimagining Data Processing with Approximate Message Passing

Learn how new AMP variants tackle complex data challenges.

Songbin Liu, Junjie Ma

2025-04-01T16:14:10+00:00 ― 5 min read

Software Engineering Code Generation Under Attack: The Backdoor Threat

Research reveals vulnerabilities in Code Language Models against backdoor attacks.

Naizhu Jin, Zhong Li, Yinggang Guo

2025-04-01T10:19:39+00:00 ― 7 min read

Computation and Language Tackling Offensive Language in Social Media

New methods improve detection of offensive language using sentiment analysis.

Khondoker Ittehadul Islam

2025-04-01T05:30:45+00:00 ― 6 min read

Computation and Language Model Merging: The Future of AI Efficiency

Discover how model merging simplifies AI learning and boosts performance.

Haoyu Yang, Zheng Zhang, Saket Sathe

2025-04-01T02:18:09+00:00 ― 7 min read

Machine Learning Adversarial Autoencoders: A Competitive Edge in Machine Learning

Discover how adversarial autoencoders enhance machine learning models with limited data.

Dustin Enyeart, Guang Lin

2025-03-31T23:53:42+00:00 ― 8 min read

Machine Learning Autoencoders: The Unsung Heroes of Deep Learning

Autoencoders simplify data understanding and generation in deep learning.

Anika Shrivastava, Renu Rameshan, Samar Agnihotri

2025-03-31T20:49:50+00:00 ― 7 min read

Machine Learning Mastering Hyperparameters in Reinforcement Learning

Unlock the secrets of tuning hyperparameters in AI algorithms for better performance.

Jacob Adkins, Michael Bowling, Adam White

2025-03-31T17:28:30+00:00 ― 7 min read

Distributed, Parallel, and Cluster Computing dSTAR: A Game Changer in Distributed Learning

dSTAR improves distributed learning by addressing speed and reliability issues.

Jiahe Yan, Pratik Chaudhari, Leonard Kleinrock

2025-03-31T13:27:45+00:00 ― 6 min read

Computation and Language New Method Transforms Question Answering

A fresh approach enhances complex question answering with multimodal data.

Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini

2025-03-30T23:01:03+00:00 ― 8 min read

Machine Learning Getting to Know Neural Networks and Their Training Journey

Learn how neural networks improve through training and data structure.

Nora Belrose, Adam Scherlis

2025-03-30T20:36:36+00:00 ― 8 min read

Machine Learning Revolutionizing Liver Disease Diagnosis with ECGs

Using ECG data to improve liver disease detection through machine learning.

Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff

2025-03-30T16:11:06+00:00 ― 8 min read

Information Retrieval Revolutionizing Recommendations with Conversations

Discover how integrating conversations enhances recommendation systems for better suggestions.

Ahmad Bin Rabiah, Nafis Sadeq, Julian McAuley

2025-03-30T12:35:06+00:00 ― 5 min read

Hardware Architecture Revolutionizing Verilog Code Generation with PyraNet

PyraNet dataset drives advances in Verilog code quality and efficiency.

Bardia Nadimi, Ghali Omar Boutaib, Hao Zheng

2025-03-30T11:46:57+00:00 ― 7 min read

Machine Learning Revolutionizing Model Compression with Joint Optimization

New algorithms improve deep learning model compression without sacrificing performance.

Boyang Zhang, Daning Cheng, Yunquan Zhang

2025-03-30T06:58:03+00:00 ― 5 min read

Computer Vision and Pattern Recognition ContRail: Transforming Railway Image Generation

A framework that creates synthetic images for railways, enhancing model training.

Andrei-Robert Alexandrescu, Razvan-Gabriel Petec, Alexandru Manole

2025-03-29T21:20:15+00:00 ― 6 min read

Databases Clean Data for Better Insights: The Role of LLMs

Discover how Large Language Models streamline the data cleaning process.

Lan Li, Liri Fang, Vetle I. Torvik

2025-03-29T19:43:57+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Active Class-Incremental Learning

Discover new methods in machine learning for better class recognition.

Zitong Huang, Ze Chen, Yuanze Li

2025-03-29T10:54:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling Visual Bias in Computer Vision

New methods aim to minimize visual bias in AI models for better accuracy.

Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos

2025-03-29T09:18:00+00:00 ― 4 min read

Numerical Analysis Exploring Hilbert Spaces and Gaussian Kernels

Dive into the world of functions in Hilbert spaces and their applications.

Michael Gnewuch, Klaus Ritter, Robin Rüßmann

2025-03-29T04:53:50+00:00 ― 8 min read

Machine Learning Making Neural Networks Smarter with IMP

Discover how iterative magnitude pruning transforms neural networks for efficiency and performance.

William T. Redman, Zhangyang Wang, Alessandro Ingrosso

2025-03-29T03:40:57+00:00 ― 7 min read

Machine Learning Mastering Learning Rates in Machine Learning

Discover how learning rates impact the efficiency of algorithms.

Steve Hanneke, Mingyue Xu

2025-03-29T01:46:03+00:00 ― 5 min read

Human-Computer Interaction Advancements in Brain-Computer Interfaces: Channel Reflection

New method improves EEG-based brain-computer interface performance.

Ziwei Wang, Siyang Li, Jingwei Luo

2025-03-29T00:42:18+00:00 ― 8 min read

Computation and Language Building a Global Safety Database

A safety database to respect cultural norms and legal guidelines globally.

Da Yin, Haoyi Qiu, Kung-Hsiang Huang

2025-03-28T21:15:45+00:00 ― 6 min read

Statistics Theory Decoding Community Recovery in Networks

Explore how community recovery shapes group dynamics across multiple networks.

Miklós Z. Rácz, Jifan Zhang

2025-03-28T20:40:52+00:00 ― 5 min read

Machine Learning The Role of Robustness in Algorithmic Statistics

Discover how robustness enhances data analysis in algorithmic statistics.

Gautam Kamath

2025-03-28T15:35:41+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Normalizing Flows: Transforming Data with Ease

Learn how normalizing flows reshape data into realistic forms.

Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran

2025-03-28T06:49:03+00:00 ― 6 min read

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