Suha Kwak
- Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation
2018/03/28 by Jiwoon Ahn, Ahn, Jiwoon, Suha Kwak +1 · 15 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations
2019/04/10 by Jiwoon Ahn, Sunghyun Cho, Ahn, Jiwoon +3 · 11 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG)
- Distilling Diffusion Models into Conditional GANs
2024/05/09 by Minguk Kang, Kang, Minguk, Richard Zhang +15 · 19 citations
Computer Science · #Machine Learning in Healthcare #Speech Recognition and Synthesis
- Domain-Specific Batch Normalization for Unsupervised Domain Adaptation
2019/05/27 by Woong-Gi Chang, Chang, Woong-Gi, Tackgeun You +7 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- ReSTR: Convolution-free Referring Image Segmentation Using Transformers
2022/03/31 by Namyup Kim, Kim, Namyup, Dong-Won Kim +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- URIE: Universal Image Enhancement for Visual Recognition in the Wild
2020/07/17 by Taeyoung Son, Juwon Kang, Son, Taeyoung +7 · 5 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
2023/07/27 by Junhyeong Cho, Gilhyun Nam, Cho, Junhyeong +7 · 7 citations
Computer Science · #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 #Text and Document Classification Technologies
- Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals
2015/01/25 by Minsu Cho, Suha Kwak, Cho, Minsu +5 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation
2021/09/29 by Namyup Kim, Taeyoung Son, Kim, Namyup +8 · 4 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- Towards More Practical Group Activity Detection: A New Benchmark and Model
2023/12/05 by Dong-Keun Kim, Youngkil Song, Kim, Dongkeun +5 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Network Security and Intrusion Detection
- Improving Cross-Modal Retrieval with Set of Diverse Embeddings
2022/11/30 by Dong-Won Kim, Namyup Kim, Kim, Dongwon +3 · 3 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
- Adaptive Superpixel for Active Learning in Semantic Segmentation
2023/03/29 by Hoyoung Kim, Kim, Hoyoung, Minhyeon Oh +7 · 3 citations
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 #Machine Learning and Algorithms
- Embedding Transfer with Label Relaxation for Improved Metric Learning
2021/03/27 by Sung‐Yeon Kim, Kim, Sungyeon, Dong-Won Kim +5 · 2 citations
Computer Science · #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) #Speech Recognition and Synthesis #Speech and Audio Processing
- Learning Debiased Classifier with Biased Committee
2022/06/22 by Nayeong Kim, Kim, Nayeong, Sehyun Hwang +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Shatter and Gather: Learning Referring Image Segmentation with Text Supervision
2023/08/29 by Dong-Won Kim, Kim, Dongwon, Namyup Kim +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
2022/04/04 by SoHyun Lee, Lee, Sohyun, Taeyoung Son +3 · 2 citations
Computer Science · #Image Enhancement Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- Unsupervised Object Discovery and Tracking in Video Collections
2015/05/14 by Suha Kwak, Minsu Cho, Kwak, Suha +7 · 1 citation
Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
- Active Label Correction for Semantic Segmentation with Foundation Models
2024/03/16 by Hoyoung Kim, Kim, Hoyoung, Sehyun Hwang +5 · 2 citations
Computer Science · #Natural Language Processing Techniques #Machine Learning and Data Classification #Web Data Mining and Analysis
- Relational Self-Attention: What's Missing in Attention for Video Understanding
2021/11/02 by Manjin Kim, Heeseung Kwon, Kim, Manjin +7 · 1 citation
Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Multimodal Machine Learning Applications
- Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
2024/08/11 by Sung‐Yeon Kim, Kim, Sungyeon, Boseung Jeong +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
- Cross-Domain Ensemble Distillation for Domain Generalization
2022/11/25 by kyungmoon lee, Sung‐Yeon Kim, Lee, Kyungmoon +3 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Viral Infections and Outbreaks Research
- Extreme Point Supervised Instance Segmentation
2024/05/31 by Hyunjun Lee, Sehyun Hwang, Lee, Hyeonjun +3 · 1 citation
Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
2025/04/03 by Boseung Jeong, Jicheol Park, Jeong, Boseung +5 · 2 citations
Computer Science · #Music and Audio Processing #Video Analysis and Summarization #Multimodal Machine Learning Applications
- Online Temporal Action Localization with Memory-Augmented Transformer
2024/08/06 by Youngkil Song, Song, Youngkil, Dong-Keun Kim +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- FlashDecoder: Real-Time Latent-to-Pixel Streaming Decoder with Transformers
2026/07/16 by Minguk Kang, Suha Kwak
#cs.CV #cs.AI