Seunghoon Hong
- Learning Deconvolution Network for Semantic Segmentation
2015/05/17 by Hyeonwoo Noh, Noh, Hyeonwoo, Seunghoon Hong +3 · 84 citations
Computer Science · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #Multimodal Machine Learning Applications
- Pure Transformers are Powerful Graph Learners
2022/07/06 by Jinwoo Kim, Kim, Jinwoo, Tien Dat Nguyen +11 · 13 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data
2021/03/29 by Jinwoo Kim, Kim, Jinwoo, Jaehoon Yoo +5 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
2015/06/16 by Seunghoon Hong, Hong, Seunghoon, Hyeonwoo Noh +3 · 6 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
- Improving Unsupervised Image Clustering With Robust Learning
2020/12/21 by Sungwon Park, Sungwon Han, Park, Sungwon +11 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
2023/03/27 by Donggyun Kim, Jinwoo Kim, Kim, Donggyun +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs
2021/10/27 by Jinwoo Kim, Saeyoon Oh, Kim, Jinwoo +3 · 2 citations
Computer Science · Environmental Science · #Advanced Graph Neural Networks #Energy and Environment Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution
2021/10/30 by Jaechang Kim, Yunjoo Lee, Kim, Jaechang +5 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
2024/12/13 by Dong Hoon Lee, Lee, Dong Hoon, Seunghoon Hong +1 · 5 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- Revisiting Random Walks for Learning on Graphs
2024/07/01 by Jinwoo Kim, Kim, Jinwoo, Olga Zaghen +7 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Text and Document Classification Technologies
- Learning Hierarchical Semantic Image Manipulation through Structured Representations
2018/08/22 by Seunghoon Hong, Hong, Seunghoon, Xinchen Yan +5 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Revisiting Weight Averaging for Model Merging
2024/12/11 by Choi, Jiho, D Kim, C. K. Lee +4 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
2022/05/03 by Sung Won Park, Park, Sungwon, Sungwon Han +19 · 3 citations
Environmental Science · Economics, Econometrics and Finance · Social Sciences · #Impact of Light on Environment and Health #Energy, Environment, Economic Growth #Diverse Aspects of Tourism Research
- Variational Interaction Information Maximization for Cross-domain Disentanglement
2020/12/08 by HyeongJoo Hwang, Hwang, HyeongJoo, Geon-Hyeong Kim +5 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
2022/10/27 by Sungjun Cho, Seonwoo Min, Cho, Sungjun +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Equivariant Hypergraph Neural Networks
2022/08/22 by Jinwoo Kim, Kim, Jinwoo, Saeyoon Oh +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
2024/12/10 by Seongwoong Cho, Donggyun Kim, Cho, Seongwoong +5 · 2 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Embodied and Extended Cognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Diverse Generative Perturbations on Attention Space for Transferable Adversarial Attacks
2022/08/11 by Woo Jae Kim, Seunghoon Hong, Kim, Woo Jae +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reward-Agnostic Prompt Optimization for Text-to-Image Diffusion Models
2025/06/20 by Semin Kim, Kim, Semin, Cha, Yeonwoo +4 · 3 citations
Computer Science · Medicine · #FOS: Computer and information sciences #Lung Cancer Treatments and Mutations #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- Simulation-Free Training of Neural ODEs on Paired Data
2024/10/30 by Semin Kim, Jaehoon Yoo, Kim, Semin +8 · 2 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks
- AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
2025/03/28 by Chanhyuk Lee, Lee, Chanhyuk, Jiho Choi +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)