Roh, Byungseok
- Honeybee: Locality-enhanced Projector for Multimodal LLM
2023/12/11 by Junbum Cha, Wooyoung Kang, Cha, Junbum +5 · 59 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
2022/12/01 by Junbum Cha, Jonghwan Mun, Cha, Junbum +3 · 30 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity
2021/11/29 by Byungseok Roh, Roh, Byungseok, JaeWoong Shin +5 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large Language Models are Temporal and Causal Reasoners for Video Question Answering
2023/10/24 by Dohwan Ko, Ji Soo Lee, Ko, Dohwan +7 · 15 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Spatially Consistent Representation Learning
2021/03/10 by Byungseok Roh, Roh, Byungseok, Wuhyun Shin +5 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning
2022/12/27 by Wooyoung Kang, Jonghwan Mun, Kang, Wooyoung +5 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection
2016/08/29 by Kye-Hyeon Kim, Sang‐Hoon Hong, Kim, Kye-Hyeon +7 · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Video Surveillance and Tracking Methods
- MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models
2023/03/23 by Dohwan Ko, Joonmyung Choi, Ko, Dohwan +9 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
2023/09/05 by Taehoon Kim, Pyunghwan Ahn, Kim, Taehoon +81 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- CheX-GPT: Harnessing Large Language Models for Enhanced Chest X-ray Report Labeling
2024/01/21 by Gu, Jawook, You, Kihyun, Cho, Han-Cheol +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)