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Junsuk Choe

Sogang University - Department of Computer Science and Engineering

SCHOLARLY PAPERS

7

DOWNLOADS

927

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

Improving ViT Interpretability with Patch-Level Mask Prediction

Number of pages: 7 Posted: 19 Apr 2023
Junyong Kang, Byeongho Heo and Junsuk Choe
Sogang University, NAVER AI Lab and Sogang University - Department of Computer Science and Engineering
Downloads 229 (333,232)

Abstract:

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Machine Learning, Deep Learning, vision transformer, Interpretability, Weak supervision, Object localization

2.

Vhoip: Video-Based Human-Object Interaction Recognition with Clip Prior Knowledge

Number of pages: 7 Posted: 24 Jul 2024
Doyeol Baek and Junsuk Choe
Sogang University and Sogang University - Department of Computer Science and Engineering
Downloads 155 (480,208)

Abstract:

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Deep learning, Representation learning, computer vision, Human-Object Interaction recognition

3.

Weakly-Supervised Incremental Learning for Semantic Segmentation with Class Hierarchy

Number of pages: 7 Posted: 15 Aug 2023
Hyoseo Kim and Junsuk Choe
Sogang University and Sogang University - Department of Computer Science and Engineering
Downloads 133 (547,695)

Abstract:

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Machine LearningDeep LearningSemantic SegmentationWeak supervisionIncremental Learning

Curriculum Learning with Class-Label Composition for Weakly Supervised Semantic Segmentation

Number of pages: 26 Posted: 21 Dec 2023
Sogang University, Sogang University, Sogang University, Sogang University, Sogang University and Sogang University - Department of Computer Science and Engineering
Downloads 91 (743,299)

Abstract:

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Deep Learning, Weakly-supervised Learning, computer vision, semantic segmentation, Curriculum learning

Curriculum Learning with Class-Label Composition for Weakly Supervised Semantic Segmentation

Number of pages: 7 Posted: 24 Jul 2024
Sogang University, Sogang University, Sogang University, Sogang University, Sogang University and Sogang University - Department of Computer Science and Engineering
Downloads 41 (1,196,631)

Abstract:

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Deep learning, Weakly-supervised learning, computer vision, Semantic segmentation, Curriculum learning

5.

Improved Semantic Segmentation by Fisheye Image Augmentation for Driving Scene

Number of pages: 7 Posted: 12 Mar 2024
Sogang University, Sogang University, Sogang University, Sogang University - Department of Computer Science and Engineering and Sogang University
Downloads 123 (584,619)

Abstract:

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Image Augmentation, Fisheye, Autonomous Driving, Perception, Sensor Fusion

Small Object Matters in Weakly Supervised Object Localization

Number of pages: 30 Posted: 30 Aug 2024
Dongjun Hwang, Seong Joon Oh and Junsuk Choe
Sogang University, affiliation not provided to SSRN and Sogang University - Department of Computer Science and Engineering
Downloads 67 (912,349)

Abstract:

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Deep Learning, object localization, weakly-supervised learning, small object, Contrastive learning

Small Object Matters in Weakly Supervised Object Localization

Number of pages: 30 Posted: 15 Apr 2024
Dongjun Hwang, Seong Joon Oh and Junsuk Choe
Sogang University, affiliation not provided to SSRN and Sogang University - Department of Computer Science and Engineering
Downloads 30 (1,356,108)

Abstract:

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Deep learning, object localization, weakly-supervised learning, small object, contrastive learning.

7.

Fog-Free Training for Foggy Scene Understanding

Number of pages: 7 Posted: 08 Aug 2024
Minyoung Lee, Kyungwoo Song and Junsuk Choe
Sogang University, Yonsei University and Sogang University - Department of Computer Science and Engineering
Downloads 58 (980,173)

Abstract:

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Deep learning Representation learning Computer vision Semantic Segmentation