Changick Kim
- Towards Good Practices for Missing Modality Robust Action Recognition
2022/11/25 by Sangmin Woo, Woo, Sangmin, Sumin Lee +7 · 11 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models
2024/05/28 by Sangmin Woo, Donguk Kim, Woo, Sangmin +7 · 15 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Automated Systems
- SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
2024/11/25 by Hyojun Go, Byeongjun Park, Go, Hyojun +9 · 15 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Cyclone Separators and Fluid Dynamics #FOS: Computer and information sciences
- Learning to Discriminate Information for Online Action Detection
2019/12/10 by Hyunjun Eun, Eun, Hyunjun, Jinyoung Moon +7 · 6 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 #Video Surveillance and Tracking Methods
- Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection
2019/05/14 by Taekyung Kim, Minki Jeong, Kim, Taekyung +7 · 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 #Multimodal Machine Learning Applications
- Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts
2024/03/14 by Byeongjun Park, Hyojun Go, Park, Byeongjun +9 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Neural Networks and Applications
- Few-shot Open-set Recognition by Transformation Consistency
2021/03/02 by Minki Jeong, Jeong, Minki, Seokeon Choi +3 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
- VideoMamba: Spatio-Temporal Selective State Space Model
2024/07/11 by Jinyoung Park, Park, Jinyoung, Hee-Seon Kim +7 · 9 citations
Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence
- Water-Filling: An Efficient Algorithm for Digitized Document Shadow Removal
2019/04/22 by Seungjun Jung, Muhammad Abul Hasan, Jung, Seungjun +3 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input
2022/03/17 by Junyoung Byun, Byun, Junyoung, Seungju Cho +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #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)
- Denoising Task Routing for Diffusion Models
2023/10/11 by Byeongjun Park, Sangmin Woo, Park, Byeongjun +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models
2024/05/28 by Sangmin Woo, Jae‐Hyuk Jang, Woo, Sangmin +7 · 5 citations
Neuroscience · Medicine · #Hallucinations in medical conditions #Cancer Treatment and Pharmacology #Drug-Induced Ocular Toxicity
- PG-RCNN: Semantic Surface Point Generation for 3D Object Detection
2023/07/24 by Inyong Koo, Koo, Inyong, In-Young Lee +9 · 3 citations
Computer Science · Engineering · Earth and Planetary Sciences · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage
- On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks
2021/01/13 by Junyoung Byun, Hyojun Go, Byun, Junyoung +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos
2022/01/25 by Sangmin Woo, Woo, Sangmin, Jinyoung Park +9 · 2 citations
Computer Science · #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
- HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D
2023/12/26 by Sangmin Woo, Byeongjun Park, Woo, Sangmin +7 · 3 citations
Computer Science · Medicine · #Advanced Neuroimaging 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 #Generative Adversarial Networks and Image Synthesis
- Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55
2017/10/17 by Li Yi, Yi, Li, Lin Shao +95 · 3 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis
2022/09/15 by Byeongjun Park, Hyojun Go, Park, Byeongjun +3 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploiting Vision Encoder Vulnerabilities for Universal Adversarial Perturbations on Large Vision-Language Models
2024/12/11 by Hee-Seon Kim, Minbeom Kim, Kim, Hee-Seon +4 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Diffusion Model Patching via Mixture-of-Prompts
2024/05/28 by Seokil Ham, Sangmin Woo, Ham, Seokil +9 · 3 citations
Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks
- DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes
2021/08/12 by Dongki Jung, Jung, Dongki, Jaehoon Choi +11 · 4 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models
2023/11/17 by Hee-Seon Kim, Kim, Hee-Seon, Minji Son +7 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
- Towards Robust Multimodal Prompting With Missing Modalities
2023/12/26 by Jaehyuk Jang, Yooseung Wang, Jang, Jaehyuk +3 · 2 citations
Computer Science · #Speech and dialogue systems #Multimodal Machine Learning Applications #Speech and Audio Processing
- Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training
2021/04/01 by Yoonhyung Kim, Kim, Yoonhyung, Changick Kim +1 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
- Point-DynRF: Point-based Dynamic Radiance Fields from a Monocular Video
2023/10/14 by Byeongjun Park, Changick Kim, Park, Byeongjun +1 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
2022/12/07 by Jinyoung Park, Park, Jinyoung, Minseok Son +7 · 1 citation
Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- ProtoFL: Unsupervised Federated Learning via Prototypical Distillation
2023/07/23 by Hansol Kim, Youngjun Kwak, Kim, Hansol +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation
2024/11/21 by Seokil Ham, Hee-Seon Kim, Ham, Seokil +5 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mechanical Engineering and Vibrations Research #Piezoelectric Actuators and Control #Robotic Mechanisms and Dynamics