Byungseok Roh
- Honeybee: Locality-enhanced Projector for Multimodal LLM
2023/12/11 by Junbum Cha, Wooyoung Kang, Cha, Junbum +5 · 53 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, Cha, Junbum, Jonghwan Mun +3 · 28 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 · 13 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 · 12 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, Wuhyun Shin, Roh, Byungseok +5 · 8 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, Kang, Wooyoung, Jonghwan Mun +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
- MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models
2023/03/23 by Dohwan Ko, Ko, Dohwan, Joonmyung Choi +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
- PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection
2016/08/29 by Kye-Hyeon Kim, Kim, Kye-Hyeon, Sang‐Hoon Hong +7 · 2 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