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Hanyang Liu

4 accepted papers

2026

Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data

AAAI 2026technical

Video Camouflaged Object Detection (VCOD) poses significant challenges due to the subtle appearance of camouflaged objects, especially under dynamic motion and occlusion. Existing methods predominantly rely on optical flow or black-box features for motion modeling, which often entail substantial com

Cited by 0SourcePDFScholar
2024

Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and Visual Analysis Strategy

ECCV 2024poster

"In the domain of Camouflaged Object Segmentation (COS), despite continuous improvements in segmentation performance, the underlying mechanisms of effective camouflage remain poorly understood, akin to a black box. To address this gap, we present the first comprehensive study to examine the impact o…

2021

Objective-aware Traffic Simulation via Inverse Reinforcement Learning

IJCAI 2021poster

Traffic simulators act as an essential component in the operating and planning of transportation systems. Conventional traffic simulators usually employ a calibrated physical car-following model to describe vehicles' behaviors and their interactions with traffic environment. However, there is no uni…

Cited by 16SourcePDFScholar