Muhammad Adi Nugroho

Education

• 2020.9 - Present        Ph.D. (School of Electrical Engineering), Korea Advanced Institute of Science and Technology, South Korea

• 2016.8 - 2018.1          M.E.  (Dept. of Electrical Engineering), University of Indonesia, Indonesia

• 2012.8 - 2016.7          B.E. (Dept. of Electrical Engineering), University of Indonesia, Indonesia

Research Interests

• Artificial Neural Network / Deep Learning

• Multimodal Learning

• Action Recognition

• 3D Face Recognition

• Face Pose Estimation

Projects

Publications

• Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, and Changick Kim, "AHFu-Net: Align, Hallucinate, and Fuse Network for Missing Multimodal Action Recognition", in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 4-7, 2023. 

• Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, and Changick Kim. “Audio-Visual Glance Network for Efficient Video Recognition,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV),  Paris, France, Oct. 02 - 06, 2023. 

• Yeonju Park, Sangmin Woo, Sumin Lee, Muhammad Adi Nugroho, and Changick Kim, "Cross-Modal Alignment and Translation for Missing Modality Action Recognition," Accepted to Computer Vision and Image Understanding, Aug. 2023.

• Sumin Lee, Sangmin Woo, Muhammad Adi Nugroho, and Changick Kim, "Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition," Submitted to IEEE Transaction on Image Processing (TIP), Jul. 2023.

• Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, and Changick Kim, "Towards Good Practices for Missing Modality Robust Action Recognition," in Proc. the AAAI conference on artificial intelligence (AAAI), Washington, DC, USA, Feb. 7-14, 2023.

• Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, and Changick Kim, "Modality Mixer for Multi-modal Action Recognition," in Proc. the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 4-6, 2023.

• Bharindra Kamanditya, Randy Pangestu Kuswara, Muhammad Adi Nugroho, Benyamin Kusumoputro, "Convolution Neural Network for Pose Estimation of Noisy Three-Dimensional Face Images", in 2018 IEEE 5th International Conference on Engineering Technologies and Applied Sciences (ICETAS), Bangkok, Thailand, 22-23 Nov 2018.

• Muhammad Adi Nugroho, Benyamin Kusumo Putro, "Fuzzy vector implementation on manifold embedding for head pose estimation with degraded images using fuzzy nearest distance", 3rd International Conference on Communication and Information Processing, ICCIP 2017, Japan, Tokyo,  24-26 Nov 2017.

• Muhammad Adi Nugroho, Benyamin Kusumoputro, "Fuzzy-appearance manifold and fuzzy nearest distance for face recognition on various poses and degraded images", 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering, Nusa Dua, Indonesia, 24-27 July 2017.