Computer Science - Machine Learning

RSS

Quantitative Methods Revolutionizing Drug Discovery with BAPULM

BAPULM simplifies drug interaction predictions, speeding up medicine development.

Radheesh Sharma Meda, Amir Barati Farimani

2025-05-29T00:43:40+00:00 ― 5 min read

Machine Learning Kolmogorov-Arnold Networks: A New Approach

KANs offer flexibility and efficiency in machine learning compared to MLPs.

Shairoz Sohail

2025-05-29T00:27:00+00:00 ― 5 min read

Hardware Architecture MicroScopiQ: A Step Forward in AI Efficiency

MicroScopiQ improves AI models' performance while consuming less energy.

Akshat Ramachandran, Souvik Kundu, Tushar Krishna

2025-05-28T23:34:48+00:00 ― 5 min read

Cryptography and Security Challenges in Watermarking AI-Generated Text

Examining vulnerabilities in watermarking methods against paraphrasing attacks.

Saksham Rastogi, Danish Pruthi

2025-05-28T23:21:45+00:00 ― 7 min read

Machine Learning Faster AI Conversations with GPT Semantic Cache

A new tech system speeds up AI responses and saves costs.

Sajal Regmi, Chetan Phakami Pun

2025-05-28T23:08:42+00:00 ― 7 min read

Signal Processing Modulation Classification: Tackling Noise in Wireless Signals

Learn how NMformer improves signal classification amid noise in wireless communication.

Atik Faysal, Mohammad Rostami, Reihaneh Gh. Roshan

2025-05-28T23:07:52+00:00 ― 6 min read

Robotics A Smarter Way for Robots to Learn

Robots can now learn tasks better through automated reward labeling.

Sreyas Venkataraman, Yufei Wang, Ziyu Wang

2025-05-28T22:55:39+00:00 ― 7 min read

Machine Learning Performative Reinforcement Learning: A New Approach

Exploring how performative RL changes game dynamics and policy stability.

Debmalya Mandal, Goran Radanovic

2025-05-28T22:03:27+00:00 ― 5 min read

Image and Video Processing Transforming Diabetic Retinopathy Diagnosis with Federated Learning

This system enhances DR detection while maintaining patient privacy.

Gajan Mohan Raj, Michael G. Morley, Mohammad Eslami

2025-05-28T21:47:41+00:00 ― 6 min read

Computer Vision and Pattern Recognition Run-Length Tokenization: Speeding Up Video Learning

RLT reduces training time for AI in video processing by cutting down unnecessary tokens.

Rohan Choudhury, Guanglei Zhu, Sihan Liu

2025-05-28T20:58:12+00:00 ― 5 min read

Signal Processing Improving EEG Data Quality for Better Brain-Computer Interfaces

Refining EEG datasets enhances machine learning models for brain signal interpretation.

Sung-Jin Kim, Dae-Hyeok Lee, Hyeon-Taek Han

2025-05-28T20:27:30+00:00 ― 7 min read

Machine Learning Hidden Learning in Mice: The Overtraining Effect

Mice exhibit ongoing learning even when progress isn't visible, revealing brain adaptability.

Tanishq Kumar, Blake Bordelon, Cengiz Pehlevan

2025-05-28T19:58:00+00:00 ― 8 min read

Machine Learning HSPI: A New Way to Verify AI Models

HSPI helps businesses confirm the hardware behind AI models for better trust.

Cheng Zhang, Hanna Foerster, Robert D. Mullins

2025-05-28T19:52:57+00:00 ― 6 min read

Artificial Intelligence Making Sense of AI with Democratic Principles

Discover how the D'Hondt method enhances the understanding of AI decisions.

Turker Berk Donmez

2025-05-28T19:39:54+00:00 ― 6 min read

Machine Learning The Quirks and Challenges of Vision-Language Models

An overview of the strengths and flaws in today's Vision-Language Models.

Siting Li, Pang Wei Koh, Simon Shaolei Du

2025-05-28T19:26:51+00:00 ― 6 min read

Machine Learning Teaching Robots to Learn from Experience

A new method helps robots improve decision-making by using past knowledge.

Joey Hong, Anca Dragan, Sergey Levine

2025-05-28T19:13:48+00:00 ― 7 min read

Machine Learning Transformers: The Vulnerabilities of AI Models

Exploring how transformers learn and the challenges they face against attacks.

Usman Anwar, Johannes Von Oswald, Louis Kirsch

2025-05-28T19:00:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding CNN Features: Peeking Inside the Black Box

A look into how CNNs interpret images and their features.

David Chapman, Parniyan Farvardin

2025-05-28T18:47:42+00:00 ― 6 min read

Machine Learning Advancing List Regression through Sample Complexity Insights

This study explores sample complexity in list regression for improved predictions.

Chirag Pabbaraju, Sahasrajit Sarmasarkar

2025-05-28T18:19:12+00:00 ― 6 min read

Machine Learning Average-Link Hierarchical Clustering: A Clear Approach

Learn about average-link hierarchical clustering and its practical applications.

Eduardo Sany Laber, Miguel Bastista

2025-05-28T17:55:30+00:00 ― 6 min read

Machine Learning Advancing Probabilistic Forecasting Techniques

New framework improves forecasting accuracy and reliability in uncertain environments.

Charles Marx, Volodymyr Kuleshov, Stefano Ermon

2025-05-28T16:56:34+00:00 ― 7 min read

Machine Learning Simplifying Signal Reconstruction with Fibonacci Network

A new approach to improve signal reconstruction using neural networks.

Yair Bleiberg, Michael Werman

2025-05-28T16:37:12+00:00 ― 6 min read

Image and Video Processing Advancing Breast Ultrasound Imaging with Deep Learning

A new method improves breast ultrasound image analysis using deep learning techniques.

Lipismita Panigrahi, Prianka Rani Saha, Jurdana Masuma Iqrah

2025-05-28T16:26:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Diffusion Models for Image Processing

New framework merges image generation and understanding using diffusion models.

Shuhong Zheng, Zhipeng Bao, Ruoyu Zhao

2025-05-28T15:58:03+00:00 ― 4 min read

Computer Vision and Pattern Recognition ReCapture: New Video Angle Tool

Change how you see videos with ReCapture's innovative angle shifting technology.

David Junhao Zhang, Roni Paiss, Shiran Zada

2025-05-28T15:45:00+00:00 ― 6 min read

Machine Learning Advancements in Function Approximation with CFNN

Chebyshev Feature Neural Network improves precision in function approximation tasks.

Zhongshu Xu, Yuan Chen, Dongbin Xiu

2025-05-28T15:33:56+00:00 ― 5 min read

Robotics Advancing Mobile Robots with Dynamic Memory

New memory systems help robots adapt to changing environments in homes and workplaces.

Peiqi Liu, Zhanqiu Guo, Mohit Warke

2025-05-28T15:31:57+00:00 ― 8 min read

Computer Vision and Pattern Recognition Transforming Images with Local Field Techniques

Learn how LoFi enhances image quality using local information.

AmirEhsan Khorashadizadeh, Tobías I. Liaudat, Tianlin Liu

2025-05-28T15:18:54+00:00 ― 5 min read

Machine Learning MoleVers: A New Model for Molecular Property Prediction

MoleVers predicts molecular properties with limited data, aiding research in medicine and materials.

Kevin Tirta Wijaya, Minghao Guo, Michael Sun

2025-05-28T15:12:20+00:00 ― 6 min read

Sound Predicting Song Cover Success with Machine Learning

Using machine learning to forecast audience reaction to song covers.

Aris J. Aristorenas

2025-05-28T15:06:46+00:00 ― 7 min read

Machine Learning AI Learning to Work Together in Chaos

Researchers develop a method for AI to coordinate without full information.

Usman Anwar, Ashish Pandian, Jia Wan

2025-05-28T14:26:42+00:00 ― 6 min read

Computation and Language SuffixDecoding: Speeding Up Language Models

A look at SuffixDecoding and its impact on language model efficiency.

Gabriele Oliaro, Zhihao Jia, Daniel Campos

2025-05-28T14:13:39+00:00 ― 5 min read

Machine Learning Federated Learning: Collaborative Privacy in Predictions

This research highlights innovative methods for privacy in collaborative machine learning.

Fengyu Gao, Ruiquan Huang, Jing Yang

2025-05-28T14:11:18+00:00 ― 6 min read

Cryptography and Security CURATE: A New Approach to Causal Graph Discovery with Privacy

A framework that balances causal analysis and individual privacy.

Payel Bhattacharjee, Ravi Tandon

2025-05-28T12:48:40+00:00 ― 6 min read

Machine Learning How Robots Combine Senses for Better Interaction

Robots learn to merge sensory information for improved understanding and response.

Carlotta Langer, Yasmin Kim Georgie, Ilja Porohovoj

2025-05-28T12:36:39+00:00 ― 7 min read

Social and Information Networks Understanding Connections in Social Networks

A new model combines homophily and social influence to analyze social networks.

Roshni G. Iyer, Yewen Wang, Wei Wang

2025-05-28T11:50:06+00:00 ― 6 min read

Artificial Intelligence The Rise of Safe Reinforcement Learning

Discover how Safe RL ensures smarter and safer AI interactions.

Satchit Chatterji, Erman Acar

2025-05-28T11:37:03+00:00 ― 7 min read

Machine Learning Navigating Choices with Multi-Armed Bandits

Learn about decision-making strategies that minimize regret in experiments.

Junwen Yang, Vincent Y. F. Tan, Tianyuan Jin

2025-05-28T11:26:02+00:00 ― 7 min read

Machine Learning The Role of AI in Modern Healthcare

AI tools can support doctors in patient care and decision-making.

T. E. Röber, R. Goedhart, S. İ. Birbil

2025-05-28T11:10:57+00:00 ― 9 min read

Machine Learning Innovative Strategies in Cancer Drug Design

Scientists use advanced methods to create better cancer treatments with fewer side effects.

Alif Bin Abdul Qayyum, Susan D. Mertins, Amanda K. Paulson

2025-05-28T10:26:40+00:00 ― 6 min read