Data Science

Computer Vision and Pattern Recognition Transforming Object Detection with SimLTD

Learn how SimLTD improves detection of rare objects in images.

Phi Vu Tran

2025-01-21T00:15:45+00:00 ― 6 min read

Machine Learning Revolutionizing Node Classification with Attention in Graphs

Discover how attention and metapaths improve node classification in heterogeneous graphs.

Calder Katyal

2025-01-20T20:15:00+00:00 ― 5 min read

Machine Learning Reimagining Time Series Analysis with Letters

A creative way to analyze time series data using alphabetic mapping.

Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan

2025-01-20T10:37:12+00:00 ― 6 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

2025-01-20T06:36:27+00:00 ― 7 min read

Analysis of PDEs Simplifying Complex Graph Distances

Learn how local ultrametric approximations make graph distance calculations easier.

Patrick Erik Bradley

2025-01-20T03:41:20+00:00 ― 6 min read

High Energy Physics - Lattice The Dance of Learning: SGD and RMT in Machine Learning

Discover how SGD and RMT shape learning in machine learning models.

Chanju Park, Matteo Favoni, Biagio Lucini

2025-01-20T00:30:16+00:00 ― 6 min read

Machine Learning Advancing Offline Reinforcement Learning with Goal-Conditioned Data Augmentation

Enhancing offline reinforcement learning by improving training data quality.

Xingshuai Huang, Di Wu Member, Benoit Boulet

2025-01-19T21:46:48+00:00 ― 7 min read

Information Retrieval Unlocking the Future of Relation Extraction with AmalREC

AmalREC enhances understanding of relationships in natural language processing.

Mansi, Pranshu Pandya, Mahek Bhavesh Vora

2025-01-19T13:45:18+00:00 ― 6 min read

Machine Learning Optimizing Decisions with Focalized Sparse Gaussian Processes

Learn how focalized sparse Gaussian processes improve Bayesian optimization efficiency.

Yunyue Wei, Vincent Zhuang, Saraswati Soedarmadji

2025-01-19T09:46:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Defending AI: Tackling Backdoor Attacks with RVPT

Learn how RVPT improves AI security against hidden threats.

Zhifang Zhang, Shuo He, Bingquan Shen

2025-01-19T09:44:33+00:00 ― 6 min read

Probability Navigating the World of Self-Normalized Martingales

Learn how self-normalized martingales improve predictions and control uncertainty.

Ingvar Ziemann

2025-01-19T09:17:10+00:00 ― 5 min read

Computation and Language Natural Language Fine-Tuning: A Game Changer

Revolutionizing model training with efficient natural language guidance.

Jia Liu, Yue Wang, Zhiqi Lin

2025-01-19T07:20:06+00:00 ― 6 min read

Machine Learning The Future of Audio Assistants: AQA-K

Audio assistants are getting smarter with AQA-K, enhancing responses through knowledge.

Abhirama Subramanyam Penamakuri, Kiran Chhatre, Akshat Jain

2025-01-18T22:32:42+00:00 ― 6 min read

Machine Learning Navigating Fairness in Generative AI

Ensuring equity in AI systems is essential for responsible technology deployment.

Thomas P. Zollo, Nikita Rajaneesh, Richard Zemel

2025-01-18T20:06:00+00:00 ― 7 min read

Quantum Physics Unlocking Quantum Insights with QLMMI Dataset

A new dataset aids in solving quantum computing problems efficiently.

Shlomo Kashani

2025-01-18T18:15:08+00:00 ― 6 min read

Computation and Language Planning with AI: Crafting Success

Explore how AI agents learn to plan by crafting in Minecraft.

Gautier Dagan, Frank Keller, Alex Lascarides

2025-01-18T16:05:15+00:00 ― 8 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read

Machine Learning Revolutionizing Deep Learning Operator Design

A new framework simplifies deep learning operators, enhancing accuracy and usability for developers.

Qi Zhan, Xing Hu, Xin Xia

2025-01-17T22:10:22+00:00 ― 6 min read

Machine Learning Navigating Out-of-Distribution Data with New Methods

A fresh method enhances deep neural networks in handling unknown data.

Yang Chen, Chih-Li Sung, Arpan Kusari

2025-01-17T17:05:11+00:00 ― 6 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-17T12:47:46+00:00 ― 5 min read

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