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Jongseong Bae

4 accepted papers

2026

Towards Temporal Fusion Beyond the Field of View for Camera-based Semantic Scene Completion

AAAI 2026technical

Recent camera-based 3D semantic scene completion (SSC) methods have increasingly explored leveraging temporal cues to enrich the features of the current frame. However, while these approaches primarily focus on enhancing in-frame regions, they often struggle to reconstruct critical out-of-frame area

Cited by 0SourcePDFScholar
2025

Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation

ICCV 2025poster

Sign language translation (SLT) is a challenging task that involves translating sign language images into spoken language. For SLT models to perform this task successfully, they must bridge the modality gap and identify subtle variations in sign language components to understand their meanings accur…

2025

Three Cars Approaching within 100m! Enhancing Distant Geometry by Tri-Axis Voxel Scanning for Camera-based Semantic Scene Completion

CVPR 2025poster

Camera-based Semantic Scene Completion (SSC) is gaining attentions in the 3D perception field. However, properties such as perspective and occlusion lead to the underestimation of the geometry in distant regions, posing a critical issue for safety-focused autonomous driving systems. To tackle this,…

Cited by 0SourcePDFScholar
2023

Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization

CVPR 2023poster

Domain generalization (DG) is a principal task to evaluate the robustness of computer vision models. Many previous studies have used normalization for DG. In normalization, statistics and normalized features are regarded as style and content, respectively. However, it has a content variation problem…

Cited by 45SourcePDFScholar