Byungseok Roh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Question Answering

Object Detection

Tomographic Images

Top Venues

Publications

Jawook Gu, Han-Cheol Cho, Jiho Kim, Kihyun You, Eun Kyoung Hong, Byungseok Roh
CheX-GPT: Harnessing Large Language Models for Enhanced Chest X-ray Report Labeling. CoRR (2024)
Jinyeong Chae, Donghwa Kim, Kwanseok Kim, Doyeon Lee, Sangho Lee, Seongsu Ha, Jonghwan Mun, Wooyoung Kang, Byungseok Roh, Joonseok Lee
Towards a Complete Benchmark on Video Moment Localization. AISTATS (2024)
Han-Cheol Cho, Won Young Jhoo, Woo-Young Kang, Byungseok Roh
Open-Vocabulary Object Detection using Pseudo Caption Labels. CoRR (2023)
Junbum Cha, Jonghwan Mun, Byungseok Roh
Learning to Generate Text-Grounded Mask for Open-World Semantic Segmentation from Only Image-Text Pairs. CVPR (2023)
Dohwan Ko, Ji Soo Lee, Woo-Young Kang, Byungseok Roh, Hyunwoo Kim
Large Language Models are Temporal and Causal Reasoners for Video Question Answering. EMNLP (2023)
Wooyoung Kang, Jonghwan Mun, Sungjun Lee, Byungseok Roh
Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning. ICCV (2023)
Sunghun Kang, Junbum Cha, Jonghwan Mun, Byungseok Roh, Chang D. Yoo
Learning Pseudo-Labeler beyond Noun Concepts for Open-Vocabulary Object Detection. CoRR (2023)
Dohwan Ko, Ji Soo Lee, Woo-Young Kang, Byungseok Roh, Hyunwoo J. Kim
Large Language Models are Temporal and Causal Reasoners for Video Question Answering. CoRR (2023)
Taehoon Kim, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Mark Marsden, Alessandra Sala, Seung Hwan Kim, Bohyung Han, Kyoung Mu Lee, Honglak Lee, Kyounghoon Bae, Xiangyu Wu, Yi Gao, Hailiang Zhang, Yang Yang, Weili Guo, Jianfeng Lu, Youngtaek Oh, Jae-Won Cho, Dong-Jin Kim, In So Kweon, Junmo Kim, Woo-Young Kang, Won Young Jhoo, Byungseok Roh, Jonghwan Mun, Solgil Oh, Kenan Emir Ak, Gwang-Gook Lee, Yan Xu, Mingwei Shen, Kyomin Hwang, Wonsik Shin, Kamin Lee, Wonhark Park, Dongkwan Lee, Nojun Kwak, Yujin Wang, Yimu Wang, Tiancheng Gu, Xingchang Lv, Mingmao Sun
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. CoRR (2023)
Junbum Cha, Wooyoung Kang, Jonghwan Mun, Byungseok Roh
Honeybee: Locality-enhanced Projector for Multimodal LLM. CoRR (2023)
Kihyun You, Jawook Gu, Jiyeon Ham, Beomhee Park, Jiho Kim, Eun Kyoung Hong, Woonhyuk Baek, Byungseok Roh
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training. MICCAI (2) (2023)
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models. CVPR (2023)
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models. CoRR (2023)
Kihyun You, Jawook Gu, Jiyeon Ham, Beomhee Park, Jiho Kim, Eun Kyoung Hong, Woonhyuk Baek, Byungseok Roh
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training. CoRR (2023)
Youhan Lee, Kyungtae Lim, Woonhyuk Baek, Byungseok Roh, Saehoon Kim
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss. COLING (2022)
Woo-Young Kang, Jonghwan Mun, Sungjun Lee, Byungseok Roh
Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning. CoRR (2022)
Junbum Cha, Jonghwan Mun, Byungseok Roh
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs. CoRR (2022)
Byungseok Roh, Jaewoong Shin, Wuhyun Shin, Saehoon Kim
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity. ICLR (2022)
Byungseok Roh, Jaewoong Shin, Wuhyun Shin, Saehoon Kim
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity. CoRR (2021)
Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim
Spatially Consistent Representation Learning. CoRR (2021)
Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim
Spatially Consistent Representation Learning. CVPR (2021)
Byungseok Roh, Han-Cheol Cho, Myung-Ho Ju, Soon Hyung Pyo
Accelerating Object Detection by Erasing Background Activations. CoRR (2020)