Computer Science - Machine Learning

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Machine Learning Advancing Material Discovery with SHAFT Model

A new approach to finding stable materials for batteries and electronics.

Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran

2025-05-27T05:26:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling the Deepfake Challenge

A new method for detecting deepfakes with a focus on quality.

Wentang Song, Zhiyuan Yan, Yuzhen Lin

2025-05-27T05:23:06+00:00 ― 5 min read

Neural and Evolutionary Computing New Model Mimics Human Eye Processing

R-JEPA learns to process images like our brains, improving computer vision.

Osvaldo M Velarde, Lucas C Parra

2025-05-27T05:10:03+00:00 ― 7 min read

Machine Learning Understanding Machine Learning Model Predictions

A unified framework for improving machine learning model explainability.

Beepul Bharti, Paul Yi, Jeremias Sulam

2025-05-27T05:08:06+00:00 ― 6 min read

Combinatorics Machine Learning and Mutation-Acyclic Quivers

Using machine learning to study mutation-acyclic quivers with four points.

Kymani T. K. Armstrong-Williams, Edward Hirst, Blake Jackson

2025-05-27T04:47:45+00:00 ― 6 min read

Machine Learning Speeding Up Large Language Models

Researchers find ways to make LLMs faster and more accessible for everyone.

Mohsen Dehghankar, Mahdi Erfanian, Abolfazl Asudeh

2025-05-27T04:30:54+00:00 ― 6 min read

Machine Learning ALOE: A Smart Approach to AI Adaptation

ALOE helps AI models learn about new data categories efficiently.

Tian Xie, Jifan Zhang, Haoyue Bai

2025-05-27T04:17:51+00:00 ― 5 min read

Machine Learning Improving Federated Learning Through Contribution Normalization

A method to enhance Federated Learning by adjusting client contributions for better outcomes.

Mayank Kumar Kundalwal, Anurag Saraswat, Ishan Mishra

2025-05-27T04:04:48+00:00 ― 6 min read

Machine Learning Advancing Data Generation through Flow Matching Techniques

A new approach to generating data using flow matching and Bayesian methods.

Ganchao Wei, Li Ma

2025-05-27T03:45:28+00:00 ― 5 min read

Emerging Technologies Introducing UniTraj: A New Model for Human Movement Analysis

UniTraj offers adaptable solutions for understanding human movement patterns globally.

Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao

2025-05-27T03:43:00+00:00 ― 8 min read

Machine Learning Federated Split Learning: Privacy in Motion

Learn how FSL boosts privacy while devices track our activities.

Josue Ndeko, Shaba Shaon, Aubrey Beal

2025-05-27T02:46:30+00:00 ― 6 min read

Machine Learning Addressing Uncertainty in Treatment Dosing

A new method improves predictions for individualized treatment effectiveness.

Jarne Verhaeghe, Jef Jonkers, Sofie Van Hoecke

2025-05-27T02:22:50+00:00 ― 7 min read

Machine Learning New Method Tackles Inverse Problems in Science

Ensemble Kalman Diffusion Guidance offers a fresh approach to solving complex inverse problems.

Hongkai Zheng, Wenda Chu, Austin Wang

2025-05-27T01:00:12+00:00 ― 5 min read

Artificial Intelligence Transforming Knowledge Representation with TransEQ

TransEQ merges structure and details for better knowledge representation.

Yu Liu, Shu Yang, Jingtao Ding

2025-05-27T00:22:57+00:00 ― 6 min read

Image and Video Processing Improving Patient Care with Advanced Image Analysis

New methods help doctors detect subtle health changes in medical images.

Gautam Gare, Jana Armouti, Nikhil Madaan

2025-05-27T00:21:27+00:00 ― 4 min read

Metric Geometry Understanding Relaxed Gromov-Wasserstein Distances

An overview of relaxed Gromov-Wasserstein distances and their applications.

Jannatul Chhoa, Michael Ivanitskiy, Fushuai Jiang

2025-05-26T23:49:12+00:00 ― 6 min read

Machine Learning Enhancing Robot Learning with Time Awareness

New methods help robots learn from past and future experiences effectively.

Jianda Chen, Wen Zheng Terence Ng, Zichen Chen

2025-05-26T23:43:48+00:00 ― 6 min read

Machine Learning Enhancing Decision-Making Through Task Knowledge Transfer

A new method improves performance by sharing insights between similar tasks.

NR Rahul, Vaibhav Katewa

2025-05-26T23:37:34+00:00 ― 5 min read

Computation Understanding Movement and Mixing in Fluids

A look at how heat and fluids mix using mathematical techniques.

Edward Finkelstein

2025-05-26T22:14:56+00:00 ― 6 min read

Computer Vision and Pattern Recognition Harnessing the Power of Diffusion Models

A look into how diffusion models generate images through innovative techniques.

Sanchar Palit, Sathya Veera Reddy Dendi, Mallikarjuna Talluri

2025-05-26T22:12:27+00:00 ― 6 min read

Signal Processing Improving CPR Signal Clarity with Machine Learning

A new method enhances CPR signals for better medical response.

Saidul Islam, Jamal Bentahar, Robin Cohen

2025-05-26T21:41:05+00:00 ― 8 min read

Machine Learning Advancements in Protein Design with CB-pLM

Discover how Concept Bottleneck Protein Language Models enhance protein development.

Aya Abdelsalam Ismail, Tuomas Oikarinen, Amy Wang

2025-05-26T20:54:09+00:00 ― 7 min read

Statistical Finance Understanding Company Fundamentals and Forecasting

Learn how company fundamentals and forecasting influence investment decisions.

Felix Divo, Eric Endress, Kevin Endler

2025-05-26T20:52:18+00:00 ― 6 min read

Machine Learning Making Large Language Models Smaller and Faster

Learn how quantization helps optimize large language models for everyday use.

Jahid Hasan

2025-05-26T20:28:03+00:00 ― 5 min read

Applications Predicting Electricity Use for a Greener Future

A new method to estimate household electricity consumption using predictive clustering trees.

J. Soenen, A. Yurtman, T. Becker

2025-05-26T19:29:40+00:00 ― 7 min read

Software Engineering Anomaly Detection: A Key to Data Security

Learn how anomaly detection protects sensitive data from threats.

Chaymae El Jabri, Marc Frappier, Pierre-Martin Tardif

2025-05-26T19:22:48+00:00 ― 6 min read

Computation and Language Improving Knowledge Graph Completion with a New Framework

A framework combining structural and semantic information enhances knowledge graph completion.

Qiao Qiao, Yuepei Li, Qing Wang

2025-05-26T18:17:33+00:00 ― 6 min read

Machine Learning Mecoin: A Solution to Catastrophic Forgetting in Learning

Mecoin helps retain memories while learning new information efficiently.

Dong Li, Aijia Zhang, Junqi Gao

2025-05-26T18:04:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Vision-Language Models: A Deep Dive

An overview of training vision-language models and their significance.

Clayton Fields, Casey Kennington

2025-05-26T17:51:27+00:00 ― 7 min read

Machine Learning Advancements in Cardiac Pacemaker Technology

New methods improve pacemaker design and functionality for better heart health.

John Komp, Dananjay Srinivas, Maria Pacheco

2025-05-26T17:40:32+00:00 ― 9 min read

Machine Learning Advancements in Velocity Modeling with Machine Learning

Machine learning improves accuracy in underground velocity modeling for energy exploration.

Rafael Orozco, Huseyin Tuna Erdinc, Yunlin Zeng

2025-05-26T17:38:24+00:00 ― 7 min read

Machine Learning Advancements in Few-Shot Class Incremental Learning

This article discusses the role of graphs in few-shot class incremental learning.

Yayong Li, Peyman Moghadam, Can Peng

2025-05-26T17:25:21+00:00 ― 4 min read

Computer Vision and Pattern Recognition Teaching Robot Cars to Navigate Tough Terrain

Learn how scientists are training robot cars to drive safely off-road.

Deegan Atha, Xianmei Lei, Shehryar Khattak

2025-05-26T17:12:18+00:00 ― 7 min read

Optimization and Control Smart Steps in Gradient Descent

Learn how online scaling improves gradient descent efficiency.

Wenzhi Gao, Ya-Chi Chu, Yinyu Ye

2025-05-26T16:36:22+00:00 ― 6 min read

Machine Learning The Privacy Potential of Spiking Neural Networks

Research shows SNNs may enhance data privacy over traditional models.

Ayana Moshruba, Ihsen Alouani, Maryam Parsa

2025-05-26T16:20:06+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Traffic Signal Management with OffLight

OffLight uses smart technology to improve traffic flow in busy cities.

Rohit Bokade, Xiaoning Jin

2025-05-26T15:54:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in Video Prediction Techniques

Learn about new methods making video prediction clearer and more accurate.

Pierre-Étienne H. Fiquet, Eero P. Simoncelli

2025-05-26T13:59:08+00:00 ― 7 min read

Signal Processing Advancements in Brain-Computer Interfaces with CSP-Nets

New CSP-Nets improve brain activity interpretation for better BCIs.

Xue Jiang, Lubin Meng, Xinru Chen

2025-05-26T13:39:59+00:00 ― 8 min read

Machine Learning Efficient Training of Large Language Models

A guide to speeding up large language model training with parallelism and memory management.

Kazuki Fujii, Kohei Watanabe, Rio Yokota

2025-05-26T13:04:21+00:00 ― 5 min read

Machine Learning Understanding AI Decisions with Additive Effects of Collinearity

A look at how AEC improves AI decision explanations.

Ahmed M Salih

2025-05-26T12:36:30+00:00 ― 6 min read