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Sangdoo Yun

  1. CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
    2019/05/13 by Sangdoo Yun, Dongyoon Han, Yun, Sangdoo +9 · 227 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  2. OCR-free Document Understanding Transformer
    2021/11/30 by Geewook Kim, Kim, Geewook, Teakgyu Hong +18 · 1 voice · 53 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.AI #cs.LG
  3. Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
    2023/10/12 by Seungone Kim, Kim, Seungone, Jamin Shin +19 · 97 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  4. A Comprehensive Overhaul of Feature Distillation
    2019/04/03 by Byeongho Heo, Jeesoo Kim, Heo, Byeongho +9 · 29 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  5. Model Stock: All we need is just a few fine-tuned models
    2024/03/28 by Dong-Hwan Jang, Jang, Dong-Hwan, Sangdoo Yun +3 · 1 voice · 18 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications #cs.CV #cs.LG
  6. Character Region Awareness for Text Detection
    2019/04/03 by Youngmin Baek, Bado Lee, Baek, Youngmin +7 · 25 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Vehicle License Plate Recognition
  7. Dataset Condensation via Efficient Synthetic-Data Parameterization
    2022/05/30 by Jang-Hyun Kim, Kim, Jang-Hyun, Jinuk Kim +13 · 26 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Speech Recognition and Synthesis
  8. ProPILE: Probing Privacy Leakage in Large Language Models
    2023/07/04 by Siwon Kim, Sangdoo Yun, Kim, Siwon +9 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
  9. Rethinking Spatial Dimensions of Vision Transformers
    2021/03/30 by Byeongho Heo, Heo, Byeongho, Sangdoo Yun +9 · 22 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  10. Dataset Condensation with Contrastive Signals
    2022/02/07 by Saehyung Lee, Sanghyuk Chun, Lee, Saehyung +7 · 14 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and ELM
  11. What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis
    2019/04/03 by Jeonghun Baek, Geewook Kim, Baek, Jeonghun +13 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Natural Language Processing Techniques
  12. Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons
    2018/11/08 by Byeongho Heo, Heo, Byeongho, Minsik Lee +5 · 11 citations
    Computer Science · Engineering · #Neural Networks and Applications #Advanced Neural Network Applications #Non-Destructive Testing Techniques
  13. Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers
    2025/06/18 by Tommaso Green, Green, Tommaso, Martin Gubri +8 · 1 voice · 10 citations
    Arts and Humanities · Computer Science · Decision Sciences · #Computability, Logic, AI Algorithms #Decision-Making and Behavioral Economics #Philosophy and History of Science #cs.AI #cs.CL #cs.CR
  14. Calibrating Large Language Models Using Their Generations Only
    2024/03/09 by Dennis Ulmer, Martin Gubri, Ulmer, Dennis +7 · 18 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  15. CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion
    2023/03/21 by Geonmo Gu, Gu, Geonmo, Sanghyuk Chun +9 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
  16. What Do Self-Supervised Vision Transformers Learn?
    2023/05/01 by Namuk Park, Park, Namuk, Wonjae Kim +7 · 11 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  17. Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
    2024/07/17 by Yong-Hyun Park, Park, Yong-Hyun, Sangdoo Yun +13 · 15 citations
    Neuroscience · Medicine · Biochemistry, Genetics and Molecular Biology · #Brain Tumor Detection and Classification #Medical Imaging Techniques and Applications #Cell Image Analysis Techniques
  18. Compressed Context Memory For Online Language Model Interaction
    2023/12/06 by Jang-Hyun Kim, Junyoung Yeom, Kim, Jang-Hyun +5 · 9 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems #Speech and dialogue systems
  19. Rethinking Channel Dimensions for Efficient Model Design
    2020/07/02 by Dongyoon Han, Han, Dongyoon, Sangdoo Yun +5 · 5 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
  20. The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification
    2021/12/01 by Seulki Park, Youngkyu Hong, Park, Seulki +7 · 6 citations
    Computer Science · #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 #Imbalanced Data Classification Techniques
  21. VideoMix: Rethinking Data Augmentation for Video Classification
    2020/12/07 by Sangdoo Yun, Seong Joon Oh, Yun, Sangdoo +7 · 5 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
  22. Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels
    2021/01/13 by Sangdoo Yun, Yun, Sangdoo, Seong Joon Oh +9 · 5 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 #Machine Learning and Data Classification
  23. Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models
    2024/10/31 by Haritz Puerto, Martin Gubri, Puerto, Haritz +6 · 2 voices · 9 citations
    Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
  24. Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
    2021/10/06 by Luca Scimeca, Seong Joon Oh, Scimeca, Luca +7 · 5 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  25. Weakly Supervised Semantic Segmentation using Out-of-Distribution Data
    2022/03/08 by Jungbeom Lee, Lee, Jungbeom, Seung‐June Oh +9 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  26. Language-only Efficient Training of Zero-shot Composed Image Retrieval
    2023/12/04 by Geonmo Gu, Gu, Geonmo, Sanghyuk Chun +7 · 5 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 #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  27. Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
    2024/11/04 by Haneul Yoo, Cheonbok Park, Yoo, Haneul +7 · 8 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Second Language Learning and Teaching
  28. A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
    2022/08/21 by Chanwoo Park, Park, Chanwoo, Sangdoo Yun +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spectroscopy Techniques in Biomedical and Chemical Research
  29. MPCHAT: Towards Multimodal Persona-Grounded Conversation
    2023/05/27 by Jaewoo Ahn, Ahn, Jaewoo, Yeda Song +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  30. TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models
    2024/05/28 by Jae‐Woo Ahn, Ahn, Jaewoo, Lee, Taehyun +10 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Unveiling Disparities in Web Task Handling Between Human and Web Agent
    2024/05/07 by Kihoon Son, Son, Kihoon, Jinhyeon Kwon +11 · 2 citations
    Psychology · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Social Robot Interaction and HRI
  32. Normalization Matters in Weakly Supervised Object Localization
    2021/07/28 by Jeesoo Kim, Kim, Jeesoo, Junsuk Choe +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  33. Group Generalized Mean Pooling for Vision Transformer
    2022/12/08 by Byungsoo Ko, Ko, Byungsoo, Han‐Gyu Kim +11 · 1 citation
    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
  34. HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
    2024/04/26 by Wonjae Kim, Kim, Wonjae, Sanghyuk Chun +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  35. On-Policy Delta Distillation
    2026/07/16 by Byeongho Heo, Jaehui Hwang, Sangdoo Yun +1 · 1 voice
    #cs.LG #cs.CL
  36. Mark, Don't Erase: Token Inoculation for Dual-Use Knowledge in LLMs
    2026/07/21 by Seunghyun Lee, Dongyoon Han, Sangdoo Yun
    #cs.LG #cs.CL