Hyunwoo J. Kim
- Graph Transformer Networks
2019/11/06 by Seongjun Yun, Yun, Seongjun, Minbyul Jeong +7 · 72 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
2024/10/22 by Xiaoqian Shen, Yunyang Xiong, Shen, Xiaoqian +31 · 106 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- HOTR: End-to-End Human-Object Interaction Detection with Transformers
2021/04/28 by Bumsoo Kim, Kim, Bumsoo, Junhyun Lee +7 · 19 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Read-only Prompt Optimization for Vision-Language Few-shot Learning
2023/08/29 by Dongjun Lee, Lee, Dongjun, Seokwon Song +8 · 16 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
- vid-TLDR: Training Free Token merging for Light-weight Video Transformer
2024/03/20 by Joonmyung Choi, Choi, Joonmyung, Sanghyeok Lee +7 · 17 citations
Computer Science · Engineering · #3D IC and TSV technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #VLSI and Analog Circuit Testing
- Large Language Models are Temporal and Causal Reasoners for Video Question Answering
2023/10/24 by Dohwan Ko, Ko, Dohwan, Ji Soo Lee +7 · 13 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Distribution-Aware Prompt Tuning for Vision-Language Models
2023/09/06 by Eulrang Cho, Jooyeon Kim, Cho, Eulrang +3 · 11 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 #Topic Modeling
- UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection
2023/12/19 by Bumsoo Kim, Tae-Ho Choi, Kim, Bumsoo +5 · 11 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Prompt Learning via Meta-Regularization
2024/04/01 by Jinyoung Park, Juyeon Ko, Park, Jinyoung +3 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- Self-positioning Point-based Transformer for Point Cloud Understanding
2023/03/29 by Jinyoung Park, Sanghyeok Lee, Park, Jinyoung +7 · 6 citations
Earth and Planetary Sciences · Engineering · Computer Science · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Metropolis-Hastings Data Augmentation for Graph Neural Networks
2022/03/26 by Hyeonjin Park, Seunghun Lee, Park, Hyeonjin +13 · 5 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications
- Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
2024/03/15 by Sanghyeok Lee, Joonmyung Choi, Lee, Sanghyeok +3 · 9 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies
- Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs
2020/07/16 by Dasol Hwang, Hwang, Dasol, Jinyoung Park +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Text and Document Classification Technologies
- Retrieval-Augmented Open-Vocabulary Object Detection
2024/04/08 by Jooyeon Kim, Eulrang Cho, Kim, Jooyeon +5 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
2024/02/26 by Juyeon Ko, Inho Kong, Ko, Juyeon +5 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- 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
- Point Cloud Augmentation with Weighted Local Transformations
2021/10/11 by Sihyeon Kim, Sanghyeok Lee, Kim, Sihyeon +9 · 2 citations
Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques
- Deformable Graph Convolutional Networks
2021/12/29 by Jinyoung Park, Sungdong Yoo, Park, Jinyoung +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Constant Acceleration Flow
2024/11/01 by Sojin Lee, Park, Dogyun, Sihyeon Kim +8 · 6 citations
Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Planetary Science and Exploration #Solar and Space Plasma Dynamics #Spacecraft and Cryogenic Technologies
- TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
2022/10/14 by Hyeong Kyu Choi, Choi, Hyeong Kyu, Joonmyung Choi +3 · 2 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
- Inversion-based Latent Bayesian Optimization
2024/11/08 by Jaewon Chu, Jinyoung Park, Chu, Jaewon +5 · 5 citations
Computer Science · #Speech Recognition and Synthesis
- Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection
2022/04/11 by Jihwan Park, SeungJun Lee, Park, Jihwan +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
2024/03/26 by Jongha Kim, Kim, Jongha, Jihwan Park +9 · 3 citations
Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Visual Attention and Saliency Detection
- Advancing Bayesian Optimization via Learning Correlated Latent Space
2023/10/31 by Seunghun Lee, Lee, Seunghun, Jaewon Chu +7 · 3 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Machine Learning and Data Classification
- Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning
2021/03/01 by Dasol Hwang, Jinyoung Park, Hwang, Dasol +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning
- SoccerNet 2024 Challenges Results
2024/09/16 by Anthony Cioppa, Silvio Giancola, Cioppa, Anthony +160 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Software System Performance and Reliability
- Relation-Aware Language-Graph Transformer for Question Answering
2022/12/02 by Jinyoung Park, Hyeong Kyu Choi, Park, Jinyoung +13 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
2023/02/03 by Hwan Heo, Heo, Hwan, Taekyung Kim +11 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild
2023/03/05 by Jaewon Lee, Lee, Jaewon, Injae Kim +5 · 1 citation
Computer Science · #Visual Attention and Saliency Detection #Image Enhancement Techniques #Advanced Vision and Imaging
- NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA
2023/10/24 by Hyeong Kyu Choi, Choi, Hyeong Kyu, Seunghun Lee +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
2024/10/12 by Jinyoung Park, Minseok Joo, Park, Jinyoung +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling