Machine Learning

Machine Learning Tackling Class Imbalance with GAT-RWOS

GAT-RWOS offers a new method to balance classes in data science effectively.

Zahiriddin Rustamov, Abderrahmane Lakas, Nazar Zaki

2025-02-03T05:49:29+00:00 ― 6 min read

Artificial Intelligence Efficient Transport: The Math Behind Moving Things

Learn how optimal transport transforms logistics and resource management.

Mohsen Sadr, Hossein Gorji

2025-02-03T00:44:18+00:00 ― 6 min read

Machine Learning Smart Learning: Machines that Never Forget

Discover how machines learn without forgetting using synthetic data and expert systems.

Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg

2025-02-02T23:37:57+00:00 ― 6 min read

Machine Learning Protecting Privacy in Machine Learning

Learn how to balance data privacy and machine learning insights.

Zijian Zhou, Xinyi Xu, Daniela Rus

2025-02-02T22:49:48+00:00 ― 5 min read

Computer Science and Game Theory The Dance of Strategy and Chance

Explore how turn-taking stochastic games blend luck and strategy.

Hanrui Zhang, Yu Cheng, Vincent Conitzer

2025-02-02T16:24:36+00:00 ― 5 min read

Machine Learning Strengthening Data Alignment: Tackling Outliers in Machine Learning

Improving Gromov-Wasserstein distance to handle outliers effectively in diverse data sets.

Anish Chakrabarty, Arkaprabha Basu, Swagatam Das

2025-02-02T14:33:56+00:00 ― 6 min read

Performance The Hidden Secrets of Software Configurations

Discover how software configurations impact performance and optimization.

Mingyu Huang, Peili Mao, Ke Li

2025-02-02T13:12:00+00:00 ― 6 min read

Machine Learning The SPAR Model: Revolutionizing Ocean Engineering

A new model helps engineers tackle extreme ocean conditions using deep learning.

Ed Mackay, Callum Murphy-Barltrop, Jordan Richards

2025-02-02T09:28:45+00:00 ― 8 min read

Machine Learning Hypergraphs: A New Approach to Community Detection

Discover how hypergraphs change our view of group relationships and community structures.

Olympio Hacquard

2025-02-02T04:23:34+00:00 ― 9 min read

Computer Science and Game Theory The True Worth of Data: Pricing Insights

Explore how data's value influences pricing strategies for businesses.

Rui Ai, Boxiang Lyu, Zhaoran Wang

2025-02-02T01:57:54+00:00 ― 6 min read

History and Philosophy of Physics John Hopfield: Bridging Physics and Biology

Explore how John Hopfield's work reshapes AI and our understanding of life.

William Bialek

2025-02-01T21:31:06+00:00 ― 6 min read

Robotics Revolutionizing Self-Driving Cars with Automated Scenario Generation

Researchers create a new way to generate driving scenarios for self-driving cars using AI.

Aizierjiang Aiersilan

2025-02-01T20:20:51+00:00 ― 8 min read

Computer Vision and Pattern Recognition MMFactory: Your Solution for Visual Tasks

A framework that simplifies visual task solutions for everyone.

Wan-Cyuan Fan, Tanzila Rahman, Leonid Sigal

2025-02-01T18:44:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Eye Care with Smart Image Captioning

Innovative technology enhances understanding of retinal images for better healthcare decisions.

Teja Krishna Cherukuri, Nagur Shareef Shaik, Jyostna Devi Bodapati

2025-02-01T17:11:24+00:00 ― 6 min read

Machine Learning Making Sense of Complex Data with Concept Bottleneck Models

A new way to understand predictions using simple concepts.

Katrina Brown, Marton Havasi, Finale Doshi-Velez

2025-02-01T16:20:06+00:00 ― 6 min read

Machine Learning Revolutionary Approach to Deep Learning Training

Gradient Agreement Filtering improves efficiency and accuracy in model training.

Francois Chaubard, Duncan Eddy, Mykel J. Kochenderfer

2025-02-01T14:43:48+00:00 ― 7 min read

Human-Computer Interaction Ensuring Fairness in Language Learning Tools

A study highlights the importance of fairness in language learning predictive models.

Weitao Tang, Guanliang Chen, Shuaishuai Zu

2025-02-01T13:07:30+00:00 ― 7 min read

Machine Learning The Future of AI: Tensor Attention Explained

Discover how tensor attention transforms AI language processing.

Xiaoyu Li, Yingyu Liang, Zhenmei Shi

2025-02-01T10:43:03+00:00 ― 7 min read

Machine Learning Unraveling the Mystery of Nonlinear Inverse Problems

Discover how researchers tackle complex mysteries in science and engineering.

Abhishake, Nicole Mücke, Tapio Helin

2025-02-01T08:02:50+00:00 ― 7 min read

Robotics New Method Transforms Multi-Agent Path Finding

A fresh approach combines diffusion models with constrained optimization for efficient pathfinding.

Jinhao Liang, Jacob K. Christopher, Sven Koenig

2025-02-01T03:29:42+00:00 ― 5 min read

Machine Learning The Simplicity of Deep Diagonal Linear Networks

Discover the potential of straightforward neural networks in machine learning.

Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco

2025-02-01T02:57:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Sickle Cell Diagnosis Using AI

New technology improves sickle cell disease classification and diagnosis.

Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari

2025-02-01T00:17:06+00:00 ― 5 min read

Machine Learning KKANs: A New Era in Machine Learning

KKANs bring fresh methods to tackle complex scientific challenges effectively.

Juan Diego Toscano, Li-Lian Wang, George Em Karniadakis

2025-01-31T21:52:28+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transform Your 3D Design Process with ArchComplete

ArchComplete simplifies 3D modeling, making design faster and easier for architects.

S. Rasoulzadeh, M. Bank, M. Wimmer

2025-01-31T20:16:21+00:00 ― 6 min read

Artificial Intelligence Chess Engines Rise: The NNUE Revolution

Discover how NNUE transforms chess engines with quality datasets and quiet positions.

Daniel Tan, Neftali Watkinson Medina

2025-01-31T17:51:54+00:00 ― 7 min read

Machine Learning Decoding Climate Change: Causation vs. Correlation

Exploring the connection between data, social factors, and climate change.

Shan Shan

2025-01-31T16:47:17+00:00 ― 7 min read

Audio and Speech Processing Enhancing Clarity in Noisy Environments

Speech enhancement technology adapts to reduce noise and improve communication.

Riccardo Miccini, Clement Laroche, Tobias Piechowiak

2025-01-31T16:30:54+00:00 ― 5 min read

Machine Learning Smart Meal Planning for Better Choices

Revolutionize your meals with a tech-driven recommendation system.

Vansh Nagpal, Siva Likitha Valluru, Kausik Lakkaraju

2025-01-31T14:39:18+00:00 ― 8 min read

Machine Learning Computational Interpretabilism: Bridging Machine Learning and Science

Unpacking the role of machine learning in scientific insights despite complex models.

Nick Oh

2025-01-31T12:14:51+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Medical Imaging with OpenMind Dataset

A breakthrough in 3D imaging through self-supervised learning and OpenMind's massive dataset.

Tassilo Wald, Constantin Ulrich, Jonathan Suprijadi

2025-01-31T11:34:48+00:00 ― 6 min read

Machine Learning Confronting Data Imbalance in Healthcare Models

Data imbalance in healthcare can lead to unfair predictions and disparities in care.

Precious Jones, Weisi Liu, I-Chan Huang

2025-01-31T09:02:15+00:00 ― 5 min read

Artificial Intelligence The Dynamics of Human-AI Assistance Games

Exploring how AI and humans interact in decision-making.

Scott Emmons, Caspar Oesterheld, Vincent Conitzer

2025-01-31T07:25:57+00:00 ― 5 min read

Machine Learning The Importance of Memory in Computation

Memory bridges human thought and machine function, shaping our interactions.

Erik Garrison

2025-01-31T06:37:48+00:00 ― 8 min read

Machine Learning DOFEN: The Future of Data Predictions

Discover how DOFEN transforms data prediction with innovative modeling techniques.

Kuan-Yu Chen, Ping-Han Chiang, Hsin-Rung Chou

2025-01-31T06:36:55+00:00 ― 6 min read

Computation and Language Simulating Research: A New Approach

Large language models enhance collaboration in scientific research.

Haofei Yu, Zhaochen Hong, Zirui Cheng

2025-01-31T05:01:30+00:00 ― 6 min read

Machine Learning Mastering Hyperparameter Optimization: Your Guide to Smarter ML Models

Learn how hyperparameter optimization boosts machine learning performance effectively.

Md. Tarek Hasan

2025-01-31T04:13:21+00:00 ― 8 min read

Artificial Intelligence Multimodal Learning: Shaping Smarter AI Systems

Combining data types for better AI understanding and performance.

Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Bhargava Kumar

2025-01-31T03:25:12+00:00 ― 7 min read

Computation and Language Boosting Language Models with Innovative Coprocessors

A new method improves reasoning in language models using intelligent coprocessors.

Luyang Liu, Jonas Pfeiffer, Jiaxing Wu

2025-01-31T02:37:03+00:00 ― 7 min read

Machine Learning Revolutionizing Neural Networks with Contextual Feedback Loops

Discover how Contextual Feedback Loops improve neural network accuracy and adaptability.

Jacob Fein-Ashley

2025-01-31T01:00:45+00:00 ― 9 min read

Machine Learning COBRA: A New Approach to Data Retrieval

Discover how COBRA enhances data retrieval for better machine learning outcomes.

Arnav M. Das, Gantavya Bhatt, Lilly Kumari

2025-01-30T21:00:00+00:00 ― 6 min read

Computer Science - Machine Learning