Search Results for author: Hwan Heo

Found 5 papers, 1 papers with code

Panoramic Image-to-Image Translation

no code implementations11 Apr 2023 Soohyun Kim, Junho Kim, Taekyung Kim, Hwan Heo, Seungryong Kim, Jiyoung Lee, Jin-Hwa Kim

This task is difficult due to the geometric distortion of panoramic images and the lack of a panoramic image dataset with diverse conditions, like weather or time.

Image-to-Image Translation Translation

Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild

no code implementations5 Mar 2023 Jaewon Lee, Injae Kim, Hwan Heo, Hyunwoo J. Kim

We present a learning framework for reconstructing neural scene representations from a small number of unconstrained tourist photos.

Novel View Synthesis

Robust Camera Pose Refinement for Multi-Resolution Hash Encoding

no code implementations3 Feb 2023 Hwan Heo, Taekyung Kim, Jiyoung Lee, Jaewon Lee, Soohyun Kim, Hyunwoo J. Kim, Jin-Hwa Kim

Multi-resolution hash encoding has recently been proposed to reduce the computational cost of neural renderings, such as NeRF.

Neural Rendering Novel View Synthesis

Domain Generalization Emerges from Dreaming

no code implementations2 Feb 2023 Hwan Heo, Youngjin Oh, Jaewon Lee, Hyunwoo J. Kim

Recent studies have proven that DNNs, unlike human vision, tend to exploit texture information rather than shape.

Data Augmentation Domain Generalization +1

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

1 code implementation CVPR 2022 Jihwan Park, Seungjun Lee, Hwan Heo, Hyeong Kyu Choi, Hyunwoo J. Kim

Motivated by various inference paths for HOI detection, we propose cross-path consistency learning (CPC), which is a novel end-to-end learning strategy to improve HOI detection for transformers by leveraging augmented decoding paths.

Human-Object Interaction Detection object-detection +1

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