MD3D: Mixture-Density-Based 3D Object Detection in Point Clouds. - Jaeseok Choi; Yeji Song; Yerim Kim; Jaeyoung Yoo; Nojun Kwak (IEEE Access, 2022)

Detect Your Fingerprint in Your Photographs: Photography-based Multi-Feature Sybil Detection. - Yerim Kim; Minjae Kim; Myungjae Chung; Junbeom Hur (Proc. Priv. Enhancing Technol., 2023)

Any-Way Meta Learning. - Junhoo Lee; Yearim Kim; Hyunho Lee; Nojun Kwak (AAAI, 2024)

Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. - Sangyu Han; Yearim Kim; Nojun Kwak (ICLR, 2024)

Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. - Yeonjin Chang; Yearim Kim; Seunghyeon Seo; Jung Yi; Nojun Kwak (WACV, 2024)

Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG). - Yearim Kim; Sangyu Han; Sangbum Han; Nojun Kwak (CoRR, 2024)

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings. - Jinyung Hong; Yearim Kim; Keun Hee Park; Sangyu Han; Nojun Kwak; Theodore P. Pavlic (CoRR, 2024)

$ gamma$γ-Knife: Extracting Neural Network Architecture Through Software-Based Power Side-Channel. - Dohyun Ryu; Yerim Kim; Junbeom Hur (IEEE Trans. Dependable Secur. Comput., 2024)