vix.ing · top · new · best · stats · spec

Sungroh Yoon

  1. BigVGAN: A Universal Neural Vocoder with Large-Scale Training
    2022/06/09 by Sang-gil Lee, Lee, Sang-gil, Boris Ginsburg +6 · 106 citations
    Computer Science · Engineering · #Speech and Audio Processing #Music and Audio Processing #Acoustic Wave Phenomena Research
  2. ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models
    2021/08/06 by Jooyoung Choi, Sungwon Kim, Choi, Jooyoung +7 · 77 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  3. Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search
    2020/05/22 by Jaehyeon Kim, Kim, Jaehyeon, Sungwon Kim +5 · 57 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
  4. Perception Prioritized Training of Diffusion Models
    2022/04/01 by Jooyoung Choi, Jungbeom Lee, Choi, Jooyoung +9 · 50 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  5. ProPILE: Probing Privacy Leakage in Large Language Models
    2023/07/04 by Siwon Kim, Kim, Siwon, Sangdoo Yun +9 · 44 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
  6. Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection
    2019/03/12 by Seijoon Kim, Seongsik Park, Kim, Seijoon +5 · 23 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function
  7. Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation
    2020/06/29 by Jihun Yi, Sungroh Yoon, Yi, Jihun +1 · 22 citations
    Computer Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems #Vibrio bacteria research studies
  8. Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
    2024/03/12 by Jonghyun Lee, Dahuin Jung, Lee, Jonghyun +11 · 39 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
  9. Dataset Condensation with Contrastive Signals
    2022/02/07 by Saehyung Lee, Lee, Saehyung, Sanghyuk Chun +7 · 20 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and ELM
  10. Towards a Rigorous Evaluation of Time-series Anomaly Detection
    2021/09/11 by Siwon Kim, Kim, Siwon, Kukjin Choi +7 · 15 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  11. PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior
    2021/06/11 by Sang-gil Lee, Lee, Sang-gil, Heeseung Kim +17 · 14 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  12. Deep Learning in Bioinformatics
    2016/03/21 by Seonwoo Min, Byunghan Lee, Min, Seonwoo +3 · 10 citations
    Biochemistry, Genetics and Molecular Biology · #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Bioinformatics #Gene expression and cancer classification
  13. Probabilistic Concept Bottleneck Models
    2023/06/02 by Eunji Kim, Kim, Eunji, Dahuin Jung +7 · 16 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  14. Improving Visual Prompt Tuning for Self-supervised Vision Transformers
    2023/06/08 by Seungryong Yoo, Eunji Kim, Yoo, Seungryong +7 · 15 citations
    Computer Science · #Advanced Neural Network 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) #Visual Attention and Saliency Detection
  15. Edit-A-Video: Single Video Editing with Object-Aware Consistency
    2023/03/14 by Chaehun Shin, Heeseung Kim, Shin, Chaehun +7 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  16. Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance
    2021/11/23 by Heeseung Kim, Kim, Heeseung, Sung‐Won Kim +3 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  17. Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
    2024/12/20 by Saehyung Lee, Lee, Saehyung, Seunghyun Yoon +7 · 2 voices · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV
  18. Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
    2024/11/23 by Chaehun Shin, Shin, Chaehun, Jooyoung Choi +5 · 20 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  19. A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges
    2024/10/24 by Jongseon Kim, Hyungjoon Kim, Kim, Jongseon +7 · 19 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
  20. Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models
    2023/05/25 by Jooyoung Choi, Yunjey Choi, Choi, Jooyoung +7 · 10 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  21. Security and Privacy Issues in Deep Learning
    2018/07/31 by Ho Bae, Bae, Ho, Jaehee Jang +11 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Cryptography and Data Security
  22. Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
    2024/02/08 by Heeseung Kim, Soonshin Seo, Kim, Heeseung +19 · 11 citations
    Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis
  23. Confidence Score for Source-Free Unsupervised Domain Adaptation
    2022/06/14 by Jonghyun Lee, Lee, Jonghyun, Dahuin Jung +5 · 7 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)
  24. LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems
    2016/11/06 by Gyuwan Kim, Kim, Gyuwan, Hayoon Yi +7 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  25. PuVAE: A Variational Autoencoder to Purify Adversarial Examples
    2019/03/02 by Uiwon Hwang, Hwang, Uiwon, Jaewoo Park +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  26. Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
    2022/03/28 by Jisoo Mok, Mok, Jisoo, Byunggook Na +7 · 6 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #Advanced Neural Network Applications
  27. Anti-Adversarially Manipulated Attributions for Weakly and\n Semi-Supervised Semantic Segmentation
    2021/03/16 by Jungbeom Lee, Eunji Kim, Lee, Jungbeom +3 · 5 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations
    2021/03/19 by Eunji Kim, Kim, Eunji, Siwon Kim +5 · 5 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
  29. Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach
    2024/06/05 by Saehyung Lee, Sangwon Yu, Lee, Saehyung +7 · 10 citations
    Computer Science · #Image Retrieval and Classification Techniques
  30. 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
  31. FloWaveNet : A Generative Flow for Raw Audio
    2018/11/06 by Sungwon Kim, Sang-gil Lee, Kim, Sungwon +7 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  32. Accelerating Neural Architecture Search via Proxy Data
    2021/06/09 by Byunggook Na, Na, Byunggook, Jisoo Mok +5 · 4 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 (cs.LG) #Machine Learning and Algorithms
  33. Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
    2024/08/22 by Eunji Kim, Siwon Kim, Kim, Eunji +6 · 8 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences
  34. FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using\n Stochastic Inference
    2019/02/27 by Jungbeom Lee, Eunji Kim, Lee, Jungbeom +7 · 3 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
  35. Adversarial Vertex Mixup: Toward Better Adversarially Robust\n Generalization
    2020/03/05 by Saehyung Lee, Hyungyu Lee, Lee, Saehyung +3 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Disentangled Motion Modeling for Video Frame Interpolation
    2024/06/25 by Jaihyun Lew, Jooyoung Choi, Lew, Jaihyun +7 · 7 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Video Coding and Compression Technologies
  37. HexaGAN: Generative Adversarial Nets for Real World Classification
    2019/02/26 by Uiwon Hwang, Dahuin Jung, Hwang, Uiwon +3 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  38. FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks
    2022/10/25 by Jaehee Jang, Heonseok Ha, Jang, Jaehee +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  39. New Insights for the Stability-Plasticity Dilemma in Online Continual Learning
    2023/02/17 by Dahuin Jung, Jung, Dahuin, Dongjin Lee +9 · 3 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)
  40. BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and\n Instance Segmentation
    2021/03/16 by Jungbeom Lee, Jihun Yi, Lee, Jungbeom +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  41. Removing Undesirable Feature Contributions Using Out-of-Distribution Data
    2021/01/17 by Saehyung Lee, Changhwa Park, Lee, Saehyung +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #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 (cs.LG)
  42. PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
    2023/10/16 by Hyemi Jang, Junsung Park, Jang, Hyemi +9 · 3 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Advanced Image Fusion Techniques
  43. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning
    2017/06/28 by Jaeyoon Yoo, Heonseok Ha, Yoo, Jaeyoon +13 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Human Pose and Action Recognition
  44. SF(DA)2: Source-free Domain Adaptation Through the Lens of Data Augmentation
    2024/03/16 by Uiwon Hwang, Hwang, Uiwon, Jonghyun Lee +5 · 4 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  45. Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization
    2022/04/01 by Eunji Kim, Siwon Kim, Kim, Eunji +7 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  46. Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
    2022/04/11 by Jungbeom Lee, Lee, Jungbeom, Eunji Kim +5 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
  47. Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
    2025/02/03 by Mingi Jung, Jung, Mingi, Lee, Saehyung +4 · 5 citations
    Computer Science · #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 #Topic Modeling
  48. Joint Contrastive Learning for Unsupervised Domain Adaptation
    2020/06/18 by Changhwa Park, Park, Changhwa, Jonghyun Lee +7 · 2 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
  49. Neural Universal Discrete Denoiser
    2016/05/25 by Taesup Moon, Moon, Taesup, Seonwoo Min +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  50. Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
    2025/01/09 by HyunGi Kim, Kim, HyunGi, Siwon Kim +5 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  51. ControlDreamer: Blending Geometry and Style in Text-to-3D
    2023/12/02 by Yeongtak Oh, Jooyoung Choi, Oh, Yeongtak +9 · 2 citations
    Engineering · Computer Science · #Human Motion and Animation #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  52. DAFA: Distance-Aware Fair Adversarial Training
    2024/01/23 by Hyungyu Lee, Saehyung Lee, Lee, Hyungyu +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
    2024/03/16 by Yeongtak Oh, Jonghyun Lee, Oh, Yeongtak +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #VLSI and Analog Circuit Testing #Video Analysis and Summarization
  54. Energy-efficient Knowledge Distillation for Spiking Neural Networks
    2021/06/14 by Dongjin Lee, Lee, Dongjin, Seongsik Park +7 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  55. TargetNet: Functional microRNA Target Prediction with Deep Neural Networks
    2021/07/23 by Seonwoo Min, Min, Seonwoo, Byunghan Lee +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #MicroRNA in disease regulation #RNA modifications and cancer
  56. Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding
    2021/06/04 by Seongsik Park, Sungroh Yoon, Park, Seongsik +1 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  57. LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
    2024/06/27 by Jisoo Mok, Mohammad Kachuee, Mok, Jisoo +9 · 2 citations
    Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
  58. Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models
    2025/02/27 by Heeseung Kim, Che Hyun Lee, Kim, Heeseung +11 · 3 citations
    Computer Science · #Topic Modeling #AI in Service Interactions #Speech and dialogue systems
  59. Robust Tumor Localization with Pyramid Grad-CAM
    2018/05/29 by Sungmin Lee, Jangho Lee, Lee, Sungmin +7 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning
  60. Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
    2024/10/09 by Sangwon Yu, I.E. Kim, Yu, Sangwon +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  61. Diffusion-Stego: Training-free Diffusion Generative Steganography via Message Projection
    2023/05/30 by Daegyu Kim, Kim, Daegyu, Chaehun Shin +7 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  62. Mass Spectra Prediction with Structural Motif-based Graph Neural Networks
    2023/06/28 by Jiwon Park, Park, Jiwon, Jeonghee Jo +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies #Quantitative Methods (q-bio.QM)
  63. Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation
    2024/06/18 by Kukjin Choi, Jihun Yi, Choi, Kukjin +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  64. Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens
    2024/12/06 by Jaihyun Lew, Lew, Jaihyun, Soohyuk Jang +15 · 2 voices · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  65. 1.5 million materials narratives generated by chatbots
    2023/08/25 by Yang Jeong Park, Sung Eun Jerng, Park, Yang Jeong +13 · 1 citation
    Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling
  66. Improving Diffusion-Based Generative Models via Approximated Optimal Transport
    2024/03/08 by Daegyu Kim, Jooyoung Choi, Kim, Daegyu +7 · 1 citation
    Mathematics · #Markov Chains and Monte Carlo Methods
  67. EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models
    2025/02/27 by Che Hyun Lee, Lee, Che Hyun, Heeseung Kim +5 · 2 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling
  68. Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis
    2025/06/02 by J Mok, Mok, Jisoo, Ik-hwan Kim +5 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
  69. GrounDial: Human-norm Grounded Safe Dialog Response Generation
    2024/02/14 by Siwon Kim, Kim, Siwon, Shuyang Dai +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
  70. VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech
    2024/08/27 by Heeseung Kim, Sang-gil Lee, Kim, Heeseung +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  71. Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
    2025/06/04 by HyunGi Kim, Kim, HyunGi, Jisoo Mok +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  72. Interpretable Next-token Prediction via the Generalized Induction Head
    2024/10/31 by Eunji Kim, Sriya Mantena, Kim, Eunji +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  73. Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
    2024/10/11 by Eunji Kim, Kyuhong Shim, Kim, Eunji +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  74. Improving Geometry in Sparse-View 3DGS via Reprojection-based DoF Separation
    2024/12/19 by Yongsung Kim, Kim, Yongsung, Minjun Park +5 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Surface Polishing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization