Data Science

Machine Learning Generative Modeling: Making Sense of Tabular Data

Learn how new methods improve data generation in the world of Deep Learning.

Aníbal Silva, André Restivo, Moisés Santos

2025-03-20T19:23:54+00:00 ― 10 min read

Computer Vision and Pattern Recognition CAT: A New Approach to Semi-Supervised Learning

Discover how CAT improves machine learning with innovative data strategies.

Sumaiya Zoha, Jeong-Gun Lee, Young-Woong Ko

2025-03-20T13:26:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Collaborative Perception: Pioneering Autonomous Vehicle Insight

A new framework enhances data labeling for self-driving cars.

Yushan Han, Hui Zhang, Honglei Zhang

2025-03-20T04:36:45+00:00 ― 6 min read

Computation and Language Advancing Dutch Information Retrieval with BEIR-NL

New benchmark boosts Dutch language data for information retrieval models.

Nikolay Banar, Ehsan Lotfi, Walter Daelemans

2025-03-20T03:00:27+00:00 ― 5 min read

Quantum Physics Revolutionizing Quantum Readout: The Longitudinal Method

Discover how longitudinal readout transforms qubit measurement accuracy in quantum computing.

Alex A. Chapple, Alexander McDonald, Manuel H. Muñoz-Arias

2025-03-20T02:22:42+00:00 ― 6 min read

Information Retrieval Revolutionizing Recommendations with BASRec

BASRec enhances recommendations by balancing relevance and diversity for better user satisfaction.

Yizhou Dang, Jiahui Zhang, Yuting Liu

2025-03-20T00:36:00+00:00 ― 7 min read

Computation and Language Bridging Language Gaps: Y-NQ Dataset Takes on English and Yorùbá

A new dataset aims to improve reading comprehension in low-resource languages.

Marta R. Costa-jussà, Joy Chen, Ifeoluwanimi Adebara

2025-03-19T21:23:24+00:00 ― 6 min read

Bioinformatics CausCell: A Game Changer for Single-Cell Research

CausCell transforms single-cell data analysis with clarity and precision.

Yicheng Gao, Kejing Dong, Caihua Shan

2025-03-19T19:31:27+00:00 ― 8 min read

Digital Libraries AI in Research: Streamlining Knowledge Maps

Large language models help organize research topics efficiently.

Tanay Aggarwal, Angelo Salatino, Francesco Osborne

2025-03-19T18:10:48+00:00 ― 6 min read

Databases Mastering Schema Matching: The Key to Data Integration

Learn how schema matching improves data integration across various sectors.

Yurong Liu, Eduardo Pena, Aecio Santos

2025-03-19T11:45:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Battling Model Collapse in Generative Models

Learn how to prevent model collapse in generative models using real data.

Huminhao Zhu, Fangyikang Wang, Tianyu Ding

2025-03-19T10:09:18+00:00 ― 6 min read

Machine Learning Boosting Fairness in Machine Learning with Input Mutation

Learn how input mutation can enhance fairness in machine learning systems.

Zhenpeng Chen, Xinyue Li, Jie M. Zhang

2025-03-19T08:33:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Visual-Language Models: Bridging Images and Text

Discover how visual-language models connect images and text for smarter machines.

Quang-Hung Le, Long Hoang Dang, Ngan Le

2025-03-19T02:07:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Innovative AI Model Detects Oil Spills Faster

New technology improves early detection of oil spills to protect marine life.

Jaeho Moon, Jeonghwan Yun, Jaehyun Kim

2025-03-19T01:19:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition AI Revolutionizing Geometry Problem-Solving

Discover how AI is transforming the way we tackle geometry challenges.

Shihao Xu, Yiyang Luo, Wei Shi

2025-03-18T17:18:09+00:00 ― 6 min read

Machine Learning Transforming Perspectives: The Change of Variables in Score Functions

Learn how changing variables enhances our understanding of diverse data.

Stephen Robbins

2025-03-18T13:09:50+00:00 ― 7 min read

Numerical Analysis Revolutionizing Fluid Dynamics with Machine Learning

Combining machine learning with fluid dynamics improves accuracy and efficiency in simulations.

Guillaume de Romémont, Florent Renac, Jorge Nunez

2025-03-18T07:50:10+00:00 ― 8 min read

Machine Learning Grokking: The Turning Point in Machine Learning

Explore how neural networks transition from memorization to true understanding.

Branton DeMoss, Silvia Sapora, Jakob Foerster

2025-03-18T07:40:21+00:00 ― 6 min read

Computation and Language Revolutionizing Question Answering with Few-Shot Learning

Discover how few-shot learning improves question answering efficiency and accuracy.

Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan

2025-03-18T06:52:12+00:00 ― 6 min read

Machine Learning Revolutionizing GNNs: The IGNN Breakthrough

Inceptive Graph Neural Networks bridge the gap between homophily and heterophily for better data representation.

Ming Gu, Zhuonan Zheng, Sheng Zhou

2025-03-18T06:04:03+00:00 ― 5 min read

Machine Learning Machine Learning: The Future of AI

Discover how machine learning teaches computers to learn from data.

Koby Bibas

2025-03-18T05:10:20+00:00 ― 5 min read

Quantum Physics Tensor Networks and the No-Free-Lunch Theorem: A Deep Dive

Explore the role of tensor networks in machine learning and their limitations.

Jing-Chuan Wu, Qi Ye, Dong-Ling Deng

2025-03-18T01:16:31+00:00 ― 7 min read

Machine Learning The Art of Generative Models: Unraveling Diffusion Techniques

Discover how generative models create stunning content through innovative techniques.

Binxu Wang, John J. Vastola

2025-03-17T17:13:39+00:00 ― 8 min read

Fluid Dynamics FLRONet: Transforming Fluid Dynamics with Limited Data

Discover how FLRONet predicts fluid flows with minimal sensor data.

Hiep Vo Dang, Joseph B. Choi, Phong C. H. Nguyen

2025-03-17T13:04:40+00:00 ― 7 min read

Computer Vision and Pattern Recognition RHFL+: A New Era for Federated Learning

RHFL+ tackles data noise and model differences in federated learning.

Chun-Mei Feng, Yuanyang He, Jian Zou

2025-03-17T12:24:45+00:00 ― 6 min read

Machine Learning Unlocking Neural Scaling Laws: A Simple Guide

Discover how neural scaling laws impact AI performance and learning.

Ari Brill

2025-03-17T12:16:54+00:00 ― 8 min read

Quantum Physics Quantum Computing and Clustering: A Game Changer

Discover how quantum computers can enhance clustering aggregation in data analysis.

Riccardo Scotti, Gabriella Bettonte, Antonio Costantini

2025-03-17T09:05:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Video Temporal Grounding

Learn how new methods improve timing accuracy in video analysis.

Xizi Wang, Feng Cheng, Ziyang Wang

2025-03-17T02:46:57+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Video Understanding with New Models

A new approach improves video analysis with dynamic token systems.

Han Wang, Yuxiang Nie, Yongjie Ye

2025-03-16T21:09:54+00:00 ― 8 min read

Computation and Language The Impact of Copyrighted Material on Language Models in Norway

Exploring how copyrighted material shapes language models and creator rights in Norway.

Javier de la Rosa, Vladislav Mikhailov, Lemei Zhang

2025-03-16T13:56:33+00:00 ― 6 min read

Computation and Language Boosting Luxembourgish Text Generation with Multilingual Models

A study on improving Luxembourgish language models using German and French data.

Alistair Plum, Tharindu Ranasinghe, Christoph Purschke

2025-03-16T07:31:21+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Knowledge Distillation with Tailored Coordinate Systems

Learn how TCS improves AI model training efficiency and adaptability.

Junjie Zhou, Ke Zhu, Jianxin Wu

2025-03-16T04:18:45+00:00 ― 7 min read

Sound MuMu-LLaMA: The Future of Music Tech

A new model blends music and AI, creating innovative tunes.

Shansong Liu, Atin Sakkeer Hussain, Qilong Wu

2025-03-16T01:48:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Decoding the Black Box of AI Decisions

Discover how explainability is reshaping artificial intelligence.

Davor Vukadin, Petar Afrić, Marin Šilić

2025-03-15T21:05:24+00:00 ― 6 min read

Computation and Language The Evolution of Natural Language Inference

A journey through the advancements in Natural Language Inference technology.

Sourav Banerjee, Anush Mahajan, Ayushi Agarwal

2025-03-15T17:04:39+00:00 ― 6 min read

Machine Learning Uplift Modeling: A New Approach to Decision-Making

Learn how uplift modeling can optimize treatment allocation for better outcomes.

Simon De Vos, Christopher Bockel-Rickermann, Stefan Lessmann

2025-03-15T13:03:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Action Recognition with USDRL

Learn how USDRL is changing the way we recognize human actions.

Wanjiang Weng, Hongsong Wang, Junbo Wang

2025-03-15T12:15:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition Synthetic Data: Shaping the Future of Event-Based Cameras

Synthetic datasets are key to training event-based cameras for safer autonomous driving.

Jad Mansour, Hayat Rajani, Rafael Garcia

2025-03-15T11:27:36+00:00 ― 5 min read

Image and Video Processing Synthetic Images: A New Hope in Cancer Pathology

Innovative synthetic images aid cancer research and training for pathologists.

Aakash Madhav Rao, Debayan Gupta

2025-03-15T10:59:42+00:00 ― 7 min read

Computation and Language The Evolution of Text Embedding and LLMs

Discover the journey of text embedding and how large language models are changing the game.

Zhijie Nie, Zhangchi Feng, Mingxin Li

2025-03-15T05:50:33+00:00 ― 7 min read

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