Invariance of object detection in untrained deep neural networks. - Jeonghwan Cheon; Seungdae Baek; Se-Bum Paik (Frontiers Comput. Neurosci., 2022)

Pretraining with Random Noise for Fast and Robust Learning without Weight Transport. - Jeonghwan Cheon; Sang Wan Lee; Se-Bum Paik (NeurIPS, 2024)

Pretraining with random noise for uncertainty calibration. - Jeonghwan Cheon; Se-Bum Paik (CoRR, 2024)

One-Time Soft Alignment Enables Resilient Learning without Weight Transport. - Jeonghwan Cheon; Jaehyuk Bae; Se-Bum Paik (CoRR, 2025)