Novel Mimic Algorithm
"Mimic" algorithms encompass a range of techniques focused on replicating or emulating various processes, from malicious software behavior to human actions and biological systems. Current research emphasizes applications in diverse fields, including cybersecurity (e.g., ransomware detection), healthcare (e.g., improving the interpretability of medical image analysis models), and robotics (e.g., efficient robot learning through imitation). These algorithms leverage machine learning, particularly deep learning and generative models, to achieve high accuracy while enhancing model interpretability and reducing data collection costs, thereby impacting both scientific understanding and practical applications across multiple domains.
Papers
April 24, 2024
March 12, 2024
December 18, 2023
October 26, 2023
July 2, 2023
June 21, 2023
June 19, 2023
March 9, 2023
October 3, 2022
December 7, 2021