Nojun Kwak
- A Comprehensive Overhaul of Feature Distillation
2019/04/03 by Byeongho Heo, Heo, Byeongho, Jeesoo Kim +9 · 32 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- LSQ+: Improving low-bit quantization through learnable offsets and better initialization
2020/04/20 by Yash Bhalgat, Bhalgat, Yash, Jinwon Lee +7 · 24 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- Paraphrasing Complex Network: Network Compression via Factor Transfer
2018/02/14 by Jangho Kim, Kim, Jangho, 박성욱 +3 · 14 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Robust Multi-bit Natural Language Watermarking through Invariant Features
2023/05/03 by KiYoon Yoo, Wonhyuk Ahn, Yoo, KiYoon +5 · 17 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Spam and Phishing Detection
- Advancing Beyond Identification: Multi-bit Watermark for Large Language Models
2023/08/01 by KiYoon Yoo, Wonhyuk Ahn, Yoo, KiYoon +3 · 13 citations
Computer Science · #Internet Traffic Analysis and Secure E-voting #Hate Speech and Cyberbullying Detection #Adversarial Robustness in Machine Learning
- Feature Fusion for Online Mutual Knowledge Distillation
2019/04/19 by Jangho Kim, Minsung Hyun, Kim, Jangho +5 · 4 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
- AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion
2023/05/06 by Seungwoo Lee, Chaerin Kong, Lee, Seungwoo +5 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Music Technology and Sound Studies #Music and Audio Processing
- Part-Aware Data Augmentation for 3D Object Detection in Point Cloud
2020/07/27 by Choi, Jaeseok, Yeji Song, Nojun Kwak +2 · 3 citations
Computer Science · Engineering · Earth and Planetary Sciences · #Advanced Neural Network Applications #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage
- Feature-map-level Online Adversarial Knowledge Distillation
2020/02/05 by Inseop Chung, Chung, Inseop, Seonguk Park +5 · 5 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information
2018/05/29 by Seonhoon Kim, Kim, Seonhoon, In-Ho Kang +3 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis
2023/06/30 by Seunghyeon Seo, Seo, Seunghyeon, Yeonjin Chang +3 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- What, How, and When Should Object Detectors Update in Continually Changing Test Domains?
2023/12/12 by Jayeon Yoo, D.T. Lee, Yoo, Jayeon +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
- MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs
2023/02/17 by Seunghyeon Seo, Donghoon Han, Seo, Seunghyeon +5 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation
2020/07/10 by John Yang, Yang, John, Hyung Jin Chang +5 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
- Self-supervised pre-training and contrastive representation learning for multiple-choice video QA
2020/09/17 by Seonhoon Kim, Kim, Seonhoon, Seohyeong Jeong +7 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Self-Distilled Self-Supervised Representation Learning
2021/11/25 by Jiho Jang, Seonhoon Kim, Jang, Jiho +8 · 2 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
- MatteFormer: Transformer-Based Image Matting via Prior-Tokens
2022/03/29 by GyuTae Park, Park, GyuTae, SungJoon Son +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods #Visual Attention and Saliency Detection
- Class-Imbalanced Semi-Supervised Learning
2020/02/17 by Minsung Hyun, Jisoo Jeong, Hyun, Minsung +3 · 2 citations
Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unifying Vision-Language Representation Space with Single-tower Transformer
2022/11/21 by Jiho Jang, Chaerin Kong, Jang, Jiho +7 · 2 citations
Computer Science · #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 #Natural Language Processing Techniques
- Pose estimator and tracker using temporal flow maps for limbs
2019/05/23 by Jihye Hwang, Jieun Lee, Hwang, Jihye +5 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
- Interpolation-based semi-supervised learning for object detection
2020/06/03 by Jisoo Jeong, Vikas Verma, Jeong, Jisoo +7 · 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
- Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations
2020/07/21 by Sungheon Park, Minsik Lee, Park, Sungheon +3 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation
2021/02/25 by Inseop Chung, Daesik Kim, Chung, Inseop +3 · 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 #Multimodal Machine Learning Applications
- Unleash the Potential of CLIP for Video Highlight Detection
2024/04/02 by Donghoon Han, Han, Donghoon, Seunghyeon Seo +7 · 2 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
- 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
- Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams
2017/11/27 by Daesik Kim, Youngjoon Yoo, Kim, Daesik +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Fast Sun-aligned Outdoor Scene Relighting based on TensoRF
2023/11/07 by Yeonjin Chang, Yearim Kim, Chang, Yeonjin +7 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Any-Way Meta Learning
2024/01/10 by Junhoo Lee, Lee, Junhoo, Yearim Kim +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Do not think about pink elephant!
2024/04/22 by Kyomin Hwang, Suyoung Kim, Hwang, Kyomin +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #User Authentication and Security Systems
- MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline
2024/07/17 by Donghoon Han, Han, Donghoon, Eunhwan Park +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Natural Language Processing Techniques #Video Analysis and Summarization
- Music Source Separation Using Stacked Hourglass Networks
2018/05/22 by Sungheon Park, Taehoon Kim, Park, Sungheon +5 · 1 citation
Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Enhancement of SSD by concatenating feature maps for object detection
2017/05/26 by Jisoo Jeong, Hyojin Park, Jeong, Jisoo +3 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences