Computer Science - Machine Learning

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Machine Learning Simplifying Equation Discovery with New Techniques

A look at combining methods for efficient equation finding.

Lena Podina, Diba Darooneh, Joshveer Grewal

2025-05-10T11:02:40+00:00 ― 6 min read

Machine Learning The Rise of Deep Additive Neural Networks

Discover how DANNs reshape data analysis with flexibility and efficiency.

Gyu Min Kim, Jeong Min Jeon

2025-05-10T10:10:38+00:00 ― 5 min read

Machine Learning The Flavor of Optimization: Baking Success

Discover how cookie baking relates to black-box optimization techniques.

V. N. Smirnov, K. M. Kazistova, I. A. Sudakov

2025-05-10T08:56:00+00:00 ― 6 min read

Machine Learning Adapting Machine Learning Models to New Environments

Examining methods for machine learning domain adaptation: UDA vs. SFDA.

Fan Wang, Zhongyi Han, Xingbo Liu

2025-05-10T08:05:20+00:00 ― 6 min read

Machine Learning Balancing Efficiency and Privacy in Language Models

PEFT methods enhance language models while safeguarding private data.

Olivia Ma, Jonathan Passerat-Palmbach, Dmitrii Usynin

2025-05-10T06:49:20+00:00 ― 7 min read

Machine Learning Understanding Non-Intrusive Load Monitoring and Active Learning

Discover how smart monitoring techniques can save energy and money.

Dhruv Patel, Ankita Kumari Jain, Haikoo Khandor

2025-05-10T05:33:20+00:00 ― 6 min read

Computation and Language Introducing LoRA-Mini: A New Way to Fine-Tune Models

LoRA-Mini reduces complexity while keeping model performance high.

Ayush Singh, Rajdeep Aher, Shivank Garg

2025-05-10T05:08:00+00:00 ― 5 min read

Machine Learning The Impact of Predictions on Behavior

How predictions shape actions and outcomes in everyday life.

Daniele Bracale, Subha Maity, Felipe Maia Polo

2025-05-10T04:49:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Active Learning for 3D Medical Segmentation

A new method improves efficiency in labeling 3D medical images.

Arvind Murari Vepa, Zukang Yang, Andrew Choi

2025-05-10T03:01:20+00:00 ― 9 min read

Sound The Future of Audio Compression and HOA

Discover innovative methods for audio compression and their impact on immersive sound.

Toni Hirvonen, Mahmoud Namazi

2025-05-10T02:25:08+00:00 ― 5 min read

Machine Learning Enhancing Time Series Forecasting with Synthetic Data

Using Freq-Synth to improve predictions with limited data.

Liran Nochumsohn, Michal Moshkovitz, Orly Avner

2025-05-10T02:10:40+00:00 ― 7 min read

Machine Learning The Shapes of Evolution: A Scientific Approach

Learn how scientists study species shapes and their evolution using technology.

Nicklas Boserup, Gefan Yang, Michael Lind Severinsen

2025-05-10T02:09:05+00:00 ― 6 min read

Computation and Language Empowering Nepali Language Models for NLP

New models bring hope for Nepali natural language processing.

Prajwal Thapa, Jinu Nyachhyon, Mridul Sharma

2025-05-10T01:20:00+00:00 ― 7 min read

Computers and Society Building Trust in AI for Energy Management

Ensuring AI in energy is safe, fair, and reliable for everyone.

Sotiris Pelekis, Evangelos Karakolis, George Lampropoulos

2025-05-10T00:29:20+00:00 ― 6 min read

Human-Computer Interaction Making Sense of Large Language Models: The Importance of Explainability

Exploring how explainability builds trust in AI language models across various fields.

Arion Das, Asutosh Mishra, Amitesh Patel

2025-05-10T00:04:00+00:00 ― 6 min read

Machine Learning FOGSense: A New Way to Detect Freezing of Gait

FOGSense offers innovative detection for Freezing of Gait in everyday life.

Shovito Barua Soumma, S M Raihanul Alam, Rudmila Rahman

2025-05-09T23:49:22+00:00 ― 5 min read

Methodology Understanding Cause and Effect Through Variation Analysis

A look at how variation analysis improves our insights into cause and effect.

Drago Plecko

2025-05-09T23:28:34+00:00 ― 6 min read

Computer Vision and Pattern Recognition Scaling Video Generation Models for Better Performance

Learn how to optimize video generation models effectively to achieve impressive results.

Yuanyang Yin, Yaqi Zhao, Mingwu Zheng

2025-05-09T21:57:20+00:00 ― 6 min read

Biomolecules SPRINT: A Fast Tool for Drug Discovery

SPRINT accelerates the search for new drugs by rapidly screening protein interactions.

Andrew T. McNutt, Abhinav K. Adduri, Caleb N. Ellington

2025-05-09T21:45:27+00:00 ― 5 min read

Machine Learning Oblique Trees: A New Path in Data Prediction

Discover how oblique trees improve data predictions by considering multiple features.

Paul-Hieu V. Nguyen, Ryan Yee, Sameer K. Deshpande

2025-05-09T20:48:03+00:00 ― 6 min read

Databases Efficient Delivery Solutions for Urban Areas

Discover how DeepMDV optimizes delivery routing for faster service.

Saeed Nasehi, Farhana Choudhury, Egemen Tanin

2025-05-09T20:41:20+00:00 ― 4 min read

Machine Learning A New Approach to Graph Learning

GSEBO reveals how to better understand complex graph connections.

Nan Yin

2025-05-09T20:16:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Video Generation from Text

Free Guide promises improved video creation from text prompts.

Jaemin Kim, Bryan S Kim, Jong Chul Ye

2025-05-09T19:00:00+00:00 ― 6 min read

Machine Learning Understanding Variable Importance with CLIQUE

CLIQUE enhances local variable importance analysis in machine learning.

Kelvyn K. Bladen, Adele Cutler, D. Richard Cutler

2025-05-09T18:07:32+00:00 ― 6 min read

Machine Learning Improving Safety in Autonomous Vehicles with CRASH Framework

A new framework aims to enhance safety in autonomous vehicles through targeted simulations.

Amar Kulkarni, Shangtong Zhang, Madhur Behl

2025-05-09T17:44:00+00:00 ― 8 min read

Machine Learning Improving Graph Neural Networks with Data Augmentation

Learn how Gaussian Mixture Models enhance GNN performance through data augmentation.

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer

2025-05-09T15:27:01+00:00 ― 7 min read

Machine Learning Advancing Chemical Safety with New Prediction Techniques

A study presents a new method to predict harmful chemical effects on DNA.

Abdeljalil Zoubir, Badr Missaoui

2025-05-09T12:30:26+00:00 ― 5 min read

Machine Learning Understanding Explainable AI and Near Misses Analysis

Discover how XAI and NMA clarify AI decision-making processes.

Eran Kaufman, Avivit levy

2025-05-09T12:14:40+00:00 ― 9 min read

Computer Vision and Pattern Recognition Incremental Learning: A New Approach with RECAST

Discover how RECAST enhances incremental learning efficiency and flexibility.

Nazia Tasnim, Bryan A. Plummer

2025-05-09T11:24:00+00:00 ― 6 min read

Computation and Language New Model Improves Predictions for ICU Patient Outcomes

A model combining clinical notes and data enhances ICU mortality predictions.

Harshavardhan Battula, Jiacheng Liu, Jaideep Srivastava

2025-05-09T10:08:00+00:00 ― 4 min read

Cryptography and Security Using AI to Combat Android Malware

Learn how machine learning helps detect malware on Android devices.

Maithili Kulkarni, Mark Stamp

2025-05-09T09:42:40+00:00 ― 6 min read

Computation and Language Tuning AI Models with Parameter Efficient Finetuning

Discover how PEFT optimizes large language model training effectively.

Pengfei He

2025-05-09T03:48:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Quark: A New Way to Experience 3D

Quark turns photos into interactive 3D scenes in real-time.

John Flynn, Michael Broxton, Lukas Murmann

2025-05-09T02:32:00+00:00 ― 4 min read

Computation and Language Improving AI Responses with Self-Critiques

A new method for language models to enhance their responses through self-generated critiques.

Yue Yu, Zhengxing Chen, Aston Zhang

2025-05-09T01:41:20+00:00 ― 6 min read

Machine Learning Preparing Self-Driving Cars for the Unexpected

Engineers use language models to create unique scenarios for safe self-driving car testing.

Erfan Aasi, Phat Nguyen, Shiva Sreeram

2025-05-08T21:02:40+00:00 ― 6 min read

Image and Video Processing Improving MRI Clarity through Smart Denoising Techniques

Research focuses on cleaning up MRI images for better diagnosis.

Asad Aali, Marius Arvinte, Sidharth Kumar

2025-05-08T19:15:56+00:00 ― 7 min read

Mathematical Software Jaya R Package: Your Optimization Tool

Streamline your optimization tasks with the user-friendly Jaya R package.

Neeraj Dhanraj Bokde

2025-05-08T18:30:40+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Human Motion Animation

New models are improving how machines replicate human movements.

David Eduardo Moreno-Villamarín, Anna Hilsmann, Peter Eisert

2025-05-08T18:05:20+00:00 ― 6 min read

Machine Learning Streamlining Communication in Deep Learning Training

Learn how to reduce communication overhead in deep learning models to improve training speed.

Satoki Ishikawa, Tal Ben-Nun, Brian Van Essen

2025-05-08T16:49:20+00:00 ― 7 min read

Machine Learning Challenges in Reconstructing Data from Neural Networks

Exploring new methods for data reconstruction in advanced neural networks.

Ran Elbaz, Gilad Yehudai, Meirav Galun

2025-05-08T16:24:00+00:00 ― 4 min read