87 citations · 168 across the 18 of their papers we have counts for
3 papers · 1 filter
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention
Jinwoo Hwang, Philipp Benz, Tae-hoon Kim
Improving multi-view aggregation is integral for multi-view pedestrian detection, which aims to obtain a bird's-eye-view pedestrian occupancy map from images captured through a set…
Privacy Safe Representation Learning via Frequency Filtering Encoder
Jonghu Jeong, Minyong Cho, Philipp Benz +4
Deep learning models are increasingly deployed in real-world applications. These models are often deployed on the server-side and receive user data in an information-rich represent…
Investigating Top- White-Box and Transferable Black-box Attack
Chaoning Zhang, Philipp Benz, Adil Karjauv +3
Existing works have identified the limitation of top- attack success rate (ASR) as a metric to evaluate the attack strength but exclusively investigated it in the white-box sett…