1 code implementation • CVPR 2021 • Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim
Human-Object Interaction (HOI) detection is a task of identifying "a set of interactions" in an image, which involves the i) localization of the subject (i. e., humans) and target (i. e., objects) of interaction, and ii) the classification of the interaction labels.
Ranked #16 on Human-Object Interaction Detection on V-COCO
no code implementations • CVPR 2022 • Bumsoo Kim, Jonghwan Mun, Kyoung-Woon On, Minchul Shin, Junhyun Lee, Eun-Sol Kim
Human-Object Interaction (HOI) detection is the task of identifying a set of <human, object, interaction> triplets from an image.
no code implementations • 27 Sep 2022 • Janghyeon Lee, Jongsuk Kim, Hyounguk Shon, Bumsoo Kim, Seung Hwan Kim, Honglak Lee, Junmo Kim
Pre-training vision-language models with contrastive objectives has shown promising results that are both scalable to large uncurated datasets and transferable to many downstream applications.
no code implementations • ICCV 2023 • Bumsoo Kim, Yeonsik Jo, Jinhyung Kim, Seunghwan Kim
Contrastive Language-Image Pretraining has emerged as a prominent approach for training vision and text encoders with uncurated image-text pairs from the web.
1 code implementation • 28 Jul 2023 • Junhyun Lee, Bumsoo Kim, Minji Jeon, Jaewoo Kang
Graph Neural Networks (GNNs) have proven to be effective in processing and learning from graph-structured data.
no code implementations • 20 Nov 2023 • Abdul Muqeet, Kyuchul Lee, Bumsoo Kim, Yohan Hong, Hyungrae Lee, Woonggon Kim, Kwanghee Lee
Video face re-aging deals with altering the apparent age of a person to the target age in videos.
no code implementations • ECCV 2020 • Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim
This is a major bottleneck in HOI detection inference time.
no code implementations • 19 Dec 2023 • Bumsoo Kim, Yeonsik Jo, Jinhyung Kim, Seung Hwan Kim
Contrastive Language-Image Pretraining has emerged as a prominent approach for training vision and text encoders with uncurated image-text pairs from the web.
no code implementations • 19 Dec 2023 • Bumsoo Kim, Jinhyung Kim, Yeonsik Jo, Seung Hwan Kim
Based on the unified text embedding space, ECLIPSE compensates for the additional computational cost of the momentum image encoder by expediting the online image encoder.
no code implementations • 5 Feb 2024 • Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo
In this paper, we introduce a novel one-stage method for face re-aging combined with portrait style transfer, executed in a single generative step.
no code implementations • 8 Feb 2024 • Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer UI Amin, Sanghyun Seo
In this paper, we first present the character texture generation system \textit{Minecraft-ify}, specified to Minecraft video game toward in-game application.
no code implementations • 22 Mar 2024 • Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Sanghyun Seo
Large-scale Text-to-Image (TTI) models have become a common approach for generating training data in various generative fields.