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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 2Source ↗Scholar ↗
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 62Source ↗PDF ↗Scholar ↗
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 0Source ↗Scholar ↗