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Sungjun Jang

3 accepted papers

2024

FIMP: Future Interaction Modeling for Multi-Agent Motion Prediction

ICRA 2024poster

Multi-agent motion prediction is a crucial concern in autonomous driving, yet it remains a challenge owing to the ambiguous intentions of dynamic agents and their intricate interactions. Existing studies have attempted to capture interactions between road entities by using the definite data in histo…

Cited by 4SourceScholar
2023

Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition

ICCV 2023poster

Skeleton-based action recognition has attracted considerable attention due to its compact representation of the human body's skeletal sructure. Many recent methods have achieved remarkable performance using graph convolutional networks (GCNs) and convolutional neural networks (CNNs), which extract s…

Cited by 29PDFcodeScholar
2022

Tackling Background Distraction in Video Object Segmentation

ECCV 2022poster

"Semi-supervised video object segmentation (VOS) aims to densely track certain designated objects in videos. One of the main challenges in this task is the existence of background distractors that appear similar to the target objects. We propose three novel strategies to suppress such distractors: 1…