주제로 연구실 찾기

1. KU·머신러닝

   이성환PRML Lab

   관련도관련 논문 14편비중 8%
   • 2026ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation AlignmentACL
   • 2026Domain Transfer Learning for Multi-class EEG Decoding Based on Lateral Feature Connected Diffusion ModelExpert Systems with Applications
   • 2025Counterfactual Explanation Through Latent Adjustment in Disentangled Space of Diffusion ModelIEEE TNNLS
2. KU·AI for Science

   석흥일Machine Intelligence Lab

   관련도관련 논문 7편비중 13%
   • 2026Causal Manifold Transport for Identifiable Causal Generation in Diffusion ModelsIJCAI
   • 2026Deconstructing Guidance: A Semantic Hierarchy for Precise Diffusion Model EditingICLR
   • 2026PaT-Diff: Pathology-Aware Residual Diffusion Framework for MRI-to-PET Translation in Alzheimer's DiseaseISBI
3. KU·머신러닝

   이병준Decision Making Lab

   관련도관련 논문 6편비중 18%
   • 2026On the Role of Proposal Support in Diffusion-Based Offline RL for Sequential Decision-MakingICML
   • 2026Scalable Through Silicon Via Design Optimization Using Diffusion ModelICPRAI
   • 2025Adaptive Non-Uniform Timestep Sampling for Diffusion Model TrainingCVPR
4. KU·머신러닝

   정종헌TAIL

   관련도관련 논문 6편비중 26%
   • 2026Margin-aware Preference Optimization for Aligning Diffusion Models without ReferenceAAAI
   • 2026LVMark: Robust Watermark for Latent Video Diffusion ModelsIEEE TIFS
   • 2025DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image EditingICLR
5. KU·컴퓨터 비전

   박경문VGI Lab

   관련도관련 논문 5편비중 11%
   • 2026OSVE: One Step Video Editing with One Step Diffusion ModelsECCV
   • 2026Diffusion-Based AI System for Second Language Reading: Development, Text Quality Validation, and Learner PerceptionComputers & Education
   • 2026When to Stop and Which to Return: Trajectory-Level Minimum Bayes Risk Decoding for Diffusion Language ModelsNeurIPS
6. KU·컴퓨터 비전

   김상필Computer Vision Lab

   관련도관련 논문 4편비중 7%
   • 2026Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion TransformerCVPR
   • 2026Text-Aware Image Restoration with Diffusion ModelsICLR
   • 2026LVMark: Robust Watermark for latent video diffusion modelsIEEE TIFS
7. KU·컴퓨터 비전

   최성준AI Imaging Lab

   관련도관련 논문 1편비중 100%연구 분야에 명시
   • 2026Flow Straight to Reality: Perceptually Consistent Flow Matching for Efficient Image RestorationECCV
8. KU·AI for Science

   감태의Medical AI Lab

   관련도관련 논문 3편비중 4%
   • 2026PT-Diff: Brain Network Generation with Personalized Topology Guided Conditional Diffusion TransformerICASSP
   • 2025Sparse3Diff: A Diffusion Framework for 3D Reconstruction from Sparse 2D Slices in Volumetric Optical ImagingMICCAI
   • 2024Solving Blind Inverse Problem in Microscopy: Diffusion-based Zero-shot Isotropic ReconstructionBIBM
9. KU·AI for Science

   서현석IMPEL Lab

   관련도관련 논문 2편비중 9%
   • 2026Cyclic Conditional Diffusion Models for CT-to-MR Synthetic Image Segmentation with Misaligned Image PairsExpert Systems with Applications
   • 2026Deep Probabilistic Multishell Undersampling for Diffusion Spectrum ImagingISMRM
10. KU·로보틱스

    최성준Robot Intelligence Lab

    관련도관련 논문 3편비중 9%
    • 2026Adaptive Hilbert Diffusion Models for Controllable Smoothness in Continuous Function GenerationComputational Visual Media
    • 2024Towards Natural Prosthetic Hand Gestures: A Common-Rig and Diffusion Inpainting PipelineEMBC
    • 2023Score-based Generative Modeling through Stochastic Evolution Equation in Hilbert SpacesNeurIPS
11. KU·머신러닝

    김성웅, 임성빈AGI Lab

    관련도관련 논문 3편비중 9%
    • 2024Stochastic Optimal Control for Diffusion Bridges in Function SpacesNeurIPS
    • 2023Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert SpacesNeurIPS
    • 2023Score-based Generative Models with Levy ProcessesNeurIPS
12. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 2편비중 3%
    • 2025RAD: Region-Aware Diffusion Models for Image InpaintingCVPR
    • 2024Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure PredictionICEIC
13. KU·머신러닝

    Anh TongStochastic Dynamics and Machine Learning Lab

    관련도관련 논문 1편비중 11%
    • 2026Refining Compositional Diffusion for Reliable Long-Horizon PlanningNeurIPS
14. KU·머신러닝

    성준경BREIN Lab

    관련도관련 논문 1편비중 6%
    • 2026A peak-oriented diffusion model for high-fidelity electrocardiogram reconstruction from photoplethysmogram: development and usability studyBioData Mining
15. KU·컴퓨터 비전

    김동현UTL Lab

    관련도관련 논문 1편비중 2%
    • 2026Self-Improving Diffusion Classifiers with Minority Preference OptimizationECCV
16. KU·음성·오디오

    김찬우SLPL

    관련도관련 논문 1편비중 4%
    • 2024Physics Informed Distillation for Diffusion ModelsTMLR

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.