Computer Science - Machine Learning

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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

Mar 5, 2025 ― 7 min read

Machine Learning Revolutionizing Clustering with Deep Learning

Deep Spectral Clustering enhances clustering accuracy using advanced techniques.

Wengang Guo, Wei Ye

Mar 5, 2025 ― 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

Mar 5, 2025 ― 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

Mar 5, 2025 ― 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

Mar 5, 2025 ― 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

Mar 5, 2025 ― 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

Mar 5, 2025 ― 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

Mar 5, 2025 ― 6 min read

Machine Learning Transforming Image Classification with Nonlinear Curves

Discover how bounded nonlinear curves enhance image classification methods.

Vijay Prakash S

Mar 5, 2025 ― 8 min read

Computation and Language A Fresh Approach to Understanding Diseases

A new model improves disease analysis and symptom identification, enhancing patient care.

Salman Faroz

Mar 5, 2025 ― 6 min read

Robotics Training AI for Safe Real-World Challenges

Teaching robots to handle tough situations safely is essential for their success.

Hongpeng Cao, Yanbing Mao, Lui Sha

Mar 5, 2025 ― 6 min read

High Energy Physics - Phenomenology Harnessing Foundation Models in Particle Physics

Foundation models improve analysis of particle collisions in high energy physics.

Joshua Ho, Benjamin Ryan Roberts, Shuo Han

Mar 5, 2025 ― 8 min read

Machine Learning Reimagining Category Recognition with Self-Debiasing Calibration

Discover how Self-Debiasing Calibration improves category recognition in machine learning.

Wenbin An, Haonan Lin, Jiahao Nie

Mar 5, 2025 ― 7 min read

Fluid Dynamics Machine Learning Meets Fluid Dynamics: A New Approach

Discover how machine learning transforms our understanding of fluid behavior.

Mukesh Karunanethy, Raghunathan Rengaswamy, Mahesh V Panchagnula

Mar 4, 2025 ― 8 min read

Machine Learning Revolutionizing Graph Sampling: A Game Changer

Introducing new methods for efficient graph data analysis.

Shashank N. Sridhara, Eduardo Pavez, Antonio Ortega

Mar 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition A User-Friendly Tool for Geospatial Data Analysis

Analyze land data easily without coding skills.

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson

Mar 4, 2025 ― 6 min read

Methodology Improving Active Learning with New Strategies

New methods in active learning boost model efficiency and tackle uncertainty.

Jake Thomas, Jeremie Houssineau

Mar 4, 2025 ― 6 min read

Machine Learning Keeping AI in Check: The Rules We Need

Setting rules for AI safety while avoiding sneaky tricks.

Alex Mallen, Charlie Griffin, Alessandro Abate

Mar 4, 2025 ― 6 min read

Machine Learning Mastering Multitask Finetuning in AI

Learn how proper weighting improves AI performance in multitasking.

Hugo Monzón Maldonado, Thomas Möllenhoff, Nico Daheim

Mar 4, 2025 ― 6 min read

Machine Learning MIAdam: A Game Changer for Deep Learning Optimization

Learn how MIAdam enhances model performance and generalization in deep learning.

Long Jin, Han Nong, Liangming Chen

Mar 4, 2025 ― 6 min read

Machine Learning LazyDiT: Speeding Up Image Generation

LazyDiT offers a smarter way to create images faster without losing quality.

Xuan Shen, Zhao Song, Yufa Zhou

Mar 4, 2025 ― 5 min read

Machine Learning Pruning Transformers: Reducing Bulk Without Sacrificing Quality

Innovative pruning techniques make AI models more efficient and effective.

Xuan Shen, Zhao Song, Yufa Zhou

Mar 4, 2025 ― 7 min read

Computation and Language Bridging Language Gaps with Cross-Lingual Topic Modeling

Discover how cross-lingual topic modeling connects information across languages.

Chia-Hsuan Chang, Tien-Yuan Huang, Yi-Hang Tsai

Mar 4, 2025 ― 6 min read

Machine Learning Revolutionizing Data Processing with GG-SSMs

Graph-Generating State Space Models enhance how machines learn from complex data.

Nikola Zubić, Davide Scaramuzza

Mar 4, 2025 ― 5 min read

Machine Learning Influence Maximization: The Science of Viral Trends

Learn how to spread ideas through strategic influence in social networks.

Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

Mar 4, 2025 ― 6 min read

Machine Learning Fairness in Data Science: A New Approach

Causally Consistent Normalizing Flows ensure fair outcomes in data modeling.

Qingyang Zhou, Kangjie Lu, Meng Xu

Mar 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Turning Words into Pictures: AI Unleashed

Discover how AI creates stunning visuals from simple text prompts.

Hao Li, Shamit Lal, Zhiheng Li

Mar 4, 2025 ― 6 min read

Computation and Language Making Sense of Table Data with Plan-of-SQLs

A clear new method for answering questions from tables.

Giang, Nguyen, Ivan Brugere

Mar 4, 2025 ― 6 min read

Machine Learning Balancing Learning Models and Privacy

Discover how learning models strive to enhance privacy in the digital age.

Maryam Aliakbarpour, Konstantina Bairaktari, Adam Smith

Mar 4, 2025 ― 8 min read

Machine Learning FlowDock: A New Era in Drug Discovery

FlowDock revolutionizes protein-ligand interactions for faster drug development.

Alex Morehead, Jianlin Cheng

Mar 3, 2025 ― 7 min read

Machine Learning Krony-PT: The Future of Language Model Compression

Krony-PT shrinks language models while maintaining high performance for wider access.

M. Ayoub Ben Ayad, Jelena Mitrovic, Michael Granitzer

Mar 3, 2025 ― 6 min read

Machine Learning Tackling Deep Imbalanced Regression with Innovative Techniques

A fresh method to improve predictions in imbalanced datasets using group learning.

Ruizhi Pu, Gezheng Xu, Ruiyi Fang

Mar 3, 2025 ― 6 min read

Machine Learning Neural Networks Revolutionize Nonlinear Optimization

Discover how neural networks enhance nonlinear optimization across various fields.

Robert B. Parker, Oscar Dowson, Nicole LoGiudice

Mar 3, 2025 ― 6 min read

Computer Vision and Pattern Recognition OmniPrism: Transforming Digital Art Creation

Revolutionize your art with OmniPrism's unique blending of styles and concepts.

Yangyang Li, Daqing Liu, Wu Liu

Mar 3, 2025 ― 8 min read

Machine Learning EDformer: A Game Changer in Forecasting

EDformer improves time series forecasting with superior accuracy and explainability.

Sanjay Chakraborty, Ibrahim Delibasoglu, Fredrik Heintz

Mar 3, 2025 ― 6 min read

Machine Learning Apollo-Forecast: The Future of Time Series Prediction

Revolutionizing time series forecasting with advanced technology and improved accuracy.

Tianyi Yin, Jingwei Wang, Yunlong Ma

Mar 3, 2025 ― 5 min read

Machine Learning Revolutionizing Multi-Task Learning: A Fresh Approach

Learn how to manage multiple tasks efficiently with a new method.

Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang

Mar 3, 2025 ― 8 min read

Machine Learning Faster and Smarter Gas Dispersion Modeling

New model enhances gas dispersion predictions for better safety and efficiency.

M. Giselle Fernández-Godino, Wai Tong Chung, Akshay A. Gowardhan

Mar 3, 2025 ― 7 min read

Machine Learning Predicting PMSM Behavior with Neural Networks

Learn how neural networks improve predictions for Permanent Magnet Synchronous Motors.

Wenjie Mei, Xiaorui Wang, Yanrong Lu

Mar 3, 2025 ― 6 min read

Computation and Language The Clash of Language Models: Open vs Closed

Discover the ongoing battle between open-source and closed-source language models.

Jiya Manchanda, Laura Boettcher, Matheus Westphalen

Mar 3, 2025 ― 7 min read