Muhammad Rifki Kurniawan

Machine Learning Engineer at Fintelite | Continual Learner at Xi'an Jiaotong University

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Gresik, Indonesia 61151

I’m machine learning engineer at Fintelite, working on AI for finance, and graduate student at Xi’an Jiatong University, working on continual learning and vision-language model. Recently, I completed my master degree in Computer Science and Technology at Xi’an Jiaotong University. During this period, I had the privilege of being part of the Machine Intelligence and Vision Group (MIV-XJTU), under the guidance of Prof. Yang Qi and Prof. Xing Wei. Where, I am actively engaged in research on enhancing the capability of neural networks to learning continuously without forgetting.

Previously, I was also an AI engineer at Nodeflux working on end-to-end deep learning-based for vision analytics. Prior to this, I completed my bachelor degree in engineering physics at Institut Teknologi Sepuluh Nopember Surabaya where I strated on my neural network journey under the mentorship of Dr. Syamsul Arifin and Prof. Aulia Siti Aisjah. I enjoy diving into the world of non-fiction books, spanning various subjects, including science, neuroscience and history.

news

Jan 22, 2024 I am joining Fintelite as Machine Learning Engineer.
Jan 17, 2024 Our paper Evolving Parameterized Prompt Memory for Continual Learning has been accepted on AAAI 2024 and selected as Oral Presentation. Congrats to all contributors.
Jun 1, 2023 Our paper Topology-preserving transfer learning for weakly-supervised anomaly detection and segmentation has been accepted on Pattern Recognition Letters.
Oct 24, 2021 Our team in Data Science Indonesia (DSI) has published a couple of data-related curriculums in gitbook as follow: Data Science Curriculum and Data Engineer Curriculum. Thanks to our team members.
Oct 16, 2021 Our team has won 3rd place Track 3A: Continual Learning-Supervised Classification challenge at ICCV SSLAD workshop 2021. [Code] [Technical Report] [Slide] [Video]

latest posts

selected publications

2024

  1. evoprompt.svg
    Evolving Parameterized Prompt Memory for Continual Learning
    Muhammad Rifki KurniawanXiang SongZhiheng MaYuhang HeYihong GongYang Qi, and Xing Wei
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024

2023

  1. anomaly_prl.svg
    Topology-preserving transfer learning for weakly-supervised anomaly detection and segmentation
    Shenxing WeiXing WeiMuhammad Rifki KurniawanZhiheng Ma, and Yihong Gong
    Pattern Recognition Letters, 2023

2021

  1. online_cl_sslad.svg
    Online Continual Learning via Multiple Deep Metric Learning and Uncertainty-guided Episodic Memory Replay - 3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A Continual Object Classification
    Muhammad Rifki KurniawanXing Wei, and Yihong Gong
    ArXiv, 2021