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Hongyu Fang

3 accepted papers

2024

OW3Det: Toward Open-World 3D Object Detection for Autonomous Driving

IROS 2024poster

Despite their success in LIDAR object detection, modern detectors are vulnerable to uncommon instances and corner cases (e.g., a runaway tire) since they are closed-set and static. Networks under the closed-set setup only predict labels of seen classes, while static models suffer from catastrophic f…

Cited by 0SourceScholar
2020

Local Correlation Consistency for Knowledge Distillation

ECCV 2020poster

Sufficient knowledge extraction from the teacher network plays a critical role in the knowledge distillation task to improve the performance of the student network. Existing methods mainly focus on the consistency of instance-level features and their relationships, but neglect the local features and…

Cited by 62SourcePDFScholar
2019

Negative Correlation, Non-linear Filtering, and Discovering of Repetitiveness for Cache Timing Channel Detection

ICASSP 2019accepted

Physically shared micro-architecture can be exploited by adversaries to communicate covertly via timing modulation without leaving any physical traces. Among different micro-architecture units, caches provide one of the largest attack surfaces because it is frequently accessed by multiple processes…

Cited by 0SourceScholar