Chang D. Yoo

1. SoftGroup for 3D Instance Segmentation on Point Clouds
   2022/03/03 by Thang X. Vu, Kookhoi Kim, Vu, Thang +7 · 21 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
   2024/03/21 by Hee Suk Yoon, Eunseop Yoon, Yoon, Hee Suk +9 · 22 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Edge-labeling Graph Neural Network for Few-shot Learning
   2019/05/04 by Jongmin Kim, Taesup Kim, Kim, Jongmin +5 · 9 citations
   Computer Science · #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 ELM #Multimodal Machine Learning Applications
4. FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing
   2024/07/25 by Gwanhyeong Koo, Sunjae Yoon, Koo, Gwanhyeong +5 · 9 citations
   Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Topic Modeling
5. Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo
   2022/03/30 by Chaoning Zhang, Kang Zhang, Zhang, Chaoning +11 · 4 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold
   2021/09/23 by Jung-Hyun Lee, Lee, Junghyun, Gwangsu Kim +7 · 3 citations
   Psychology · #Evolutionary Psychology and Human Behavior
7. Physics Informed Distillation for Diffusion Models
   2024/11/13 by Joshua Tian Jin Tee, Kang Zhang, Tee, Joshua Tian Jin +9 · 5 citations
   Engineering · #Process Optimization and Integration #Advanced Control Systems Optimization
8. TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
   2024/07/23 by Eunseop Yoon, Yoon, Eunseop, Hee Suk Yoon +17 · 6 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Muscle activation and electromyography studies #Reinforcement Learning in Robotics
9. Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution
   2019/09/14 by Thang Vu, Vu, Thang, Hyunjun Jang +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
10. MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
    2024/10/03 by Trung X. Pham, Pham, Trung X., Ton, Tri +2 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
11. SCNet: Training Inference Sample Consistency for Instance Segmentation
    2020/12/18 by Thang Vu, Haeyong Kang, Vu, Thang +3 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
12. Querying Easily Flip-flopped Samples for Deep Active Learning
    2024/01/18 by Seong Jin Cho, Cho, Seong Jin, Gwangsu Kim +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
13. Semantic Grouping Network for Video Captioning
    2021/02/01 by Hobin Ryu, Ryu, Hobin, Sunghun Kang +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
14. DNI: Dilutional Noise Initialization for Diffusion Video Editing
    2024/09/19 by Gwanhyeong Koo, Yoon, Sunjae, Koo, Gwanhyeong +4 · 4 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing
15. Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing
    2024/01/18 by Gwanhyeong Koo, Koo, Gwanhyeong, Sunjae Yoon +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
16. Self-Supervised Visual Representation Learning via Residual Momentum
    2022/11/17 by Trung X. Pham, Pham, Trung X., Axi Niu +13 · 1 citation
    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
17. ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure
    2023/03/04 by Hee Suk Yoon, Joshua Tian Jin Tee, Yoon, Hee Suk +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
18. Predictive Coding for Decision Transformer
    2024/10/04 by Tung M. Luu, Donghoon Lee, Luu, Tung M. +3 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
19. Progressive Fourier Neural Representation for Sequential Video Compilation
    2023/06/20 by Haeyong Kang, Kang, Haeyong, Jaehong Yoon +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Machine Learning (cs.LG) #Video Analysis and Summarization
20. Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness
    2022/07/22 by Chaoning Zhang, Kang Zhang, Zhang, Chaoning +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #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)
21. Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
    2025/06/15 by Tung M. Luu, Younghwan Lee, Luu, Tung Minh +9 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
22. ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
    2025/06/10 by Hee Suk Yoon, Eunseop Yoon, Yoon, Hee Suk +7 · 4 citations
    Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Recommender Systems and Techniques
23. FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
    2025/07/11 by Gwanhyeong Koo, Sunjae Yoon, Koo, Gwanhyeong +7 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Robot Manipulation and Learning
24. FRAG: Frequency Adapting Group for Diffusion Video Editing
    2024/06/10 by Yoon, Sunjae, Gwanhyeong Koo, Koo, Gwanhyeong +4 · 2 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Advanced Data Compression Techniques
25. TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization
    2026/07/16 by Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo +2
    #cs.CV