Search Results for author: Wooju Lee

Found 4 papers, 2 papers with code

Contextrast: Contextual Contrastive Learning for Semantic Segmentation

no code implementations16 Apr 2024 Changki Sung, Wanhee Kim, Jungho An, Wooju Lee, Hyungtae Lim, Hyun Myung

Despite great improvements in semantic segmentation, challenges persist because of the lack of local/global contexts and the relationship between them.

Contrastive Learning Segmentation +1

Domain Generalization with Vital Phase Augmentation

1 code implementation27 Dec 2023 Ingyun Lee, Wooju Lee, Hyun Myung

Based on the assumption that the degree of domain-invariant features varies for each phase, we propose a method to distinguish phases based on this degree.

Data Augmentation Domain Generalization +1

Object-Aware Domain Generalization for Object Detection

1 code implementation19 Dec 2023 Wooju Lee, Dasol Hong, Hyungtae Lim, Hyun Myung

To address these problems, we propose an object-aware domain generalization (OA-DG) method for single-domain generalization in object detection.

Autonomous Driving Contrastive Learning +6

Adversarial Attack for Asynchronous Event-based Data

no code implementations27 Dec 2021 Wooju Lee, Hyun Myung

First, null events are added to the event-based data to generate additional adversarial events.

Adversarial Attack Autonomous Driving

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