1 code implementation • 30 Oct 2024 • Minha Kim, Kishor Kumar Bhaumik, Amin Ahsan Ali, Simon S. Woo
Addressing this gap, we introduce MIXAD (Memory-Induced Explainable Time Series Anomaly Detection), a model designed for interpretable anomaly detection.
no code implementations • 21 Oct 2024 • Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo
Specifically, we use memory-augmented attention to store the heterogeneous spatial knowledge from the source city and selectively recall them for the data-scarce target city.
no code implementations • 9 Sep 2024 • KangJun Lee, Minha Kim, Youngho Jun, Simon S. Woo
For electric vehicles, the Adaptive Cruise Control (ACC) in Advanced Driver Assistance Systems (ADAS) is designed to assist braking based on driving conditions, road inclines, predefined deceleration strengths, and user braking patterns.
no code implementations • 3 Jul 2023 • Mrinal Pandey, Young Joon Suh, Minha Kim, Hannah Jane Davis, Jeffrey E Segall, Mingming Wu
Although the effects of tension within 3D extracellular matrices on tumor growth and invasion are well established, the role of compression in tumor mechanics and invasion is largely unexplored.
1 code implementation • NeurIPS 2021 Track Datasets and Benchmarks 2022 • Jaeju An, Jeongho Kim, Hanbeen Lee, Jinbeom Kim, Junhyung Kang, Saebyeol Shin, Minha Kim, Donghee Hong, Simon S. Woo
Accordingly, detection of these anomalous events is of paramount importance for a number of applications, including but not limited to CCTV surveillance, security, and health care.
Ranked #1 on
Anomaly Detection In Surveillance Videos
on VFP290K
no code implementations • 7 Sep 2021 • Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
On the other hand, to develop a good deepfake detector that can cope with the recent advancements in deepfake generation, we need to have a detector that can detect deepfakes of multiple modalities, i. e., videos and audios.
1 code implementation • 11 Aug 2021 • Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo
We generate this dataset using the most popular deepfake generation methods.
2 code implementations • 6 Jul 2021 • Minha Kim, Shahroz Tariq, Simon S. Woo
Over the last few decades, artificial intelligence research has made tremendous strides, but it still heavily relies on fixed datasets in stationary environments.
no code implementations • 28 May 2021 • Minha Kim, Shahroz Tariq, Simon S. Woo
We use FReTAL to perform domain adaptation tasks on new deepfake datasets while minimizing catastrophic forgetting.