주제로 연구실 찾기

1. SNU·컴퓨터 비전

   조남익ISPL

   관련도관련 논문 22편비중 35%연구 분야에 명시
   • 2026DarkVRAI Capture-Condition Conditioning and Burst-Order Selective Scan for Low-Light Raw Video DenoisingICASSP
   • 2026TASR: Training Task-aligned Super-resolution with a Semantic Autoencoder LossICASSP
   • 2026Time Without Time: Pseudo-Temporal Representation for Space-Time Super-ResolutionCVPR
2. SNU·컴퓨터 비전

   이경무, 한보형CV Lab

   관련도관련 논문 15편비중 17%연구 분야에 명시
   • 2026Beyond the Ground Truth: Enhanced Supervision for Image RestorationCVPR
   • 2026Bridging the Distribution Gap to Harness Pretrained Diffusion Priors for Super-ResolutionICLR
   • 2026Learning to Corrupt for Better RestorationECCV
3. POSTECH·그래픽스

   이승용, 조성현, 백승환CG Lab

   관련도관련 논문 8편비중 11%
   • 2026Dynamic Exposure Burst Image RestorationCVPR
   • 2026Gyro-based Deep Video DeblurringCVPR
   • 2025DC-VSR: Spatially and Temporally Consistent Video Super-Resolution with Video Diffusion PriorSIGGRAPH
4. KAIST·컴퓨터 비전

   윤국진VI Lab

   관련도관련 논문 10편비중 9%
   • 2026Event-based Motion Deblurring with Unpaired DataCVPR
   • 2025Event-guided Unified Framework for Low-light Video Enhancement, Frame Interpolation, and DeblurringICCV
   • 2025Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-ResolutionWACV
5. SNU·컴퓨터 비전

   전세영ICL

   관련도관련 논문 5편비중 7%연구 분야에 명시
   • 2026Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide ImagesMICCAI
   • 2025Convergent Complex Quasi-Newton Proximal Methods for Gradient-Driven Denoisers in Compressed Sensing MRI ReconstructionIEEE TCI
   • 2025Few-Shot Arbitrary Super-Resolution Considering Consistency and RealnessICEIC
6. KU·AI for Science

   서현석IMPEL Lab

   관련도관련 논문 4편비중 17%연구 분야에 명시
   • 2025Self-supervised deep learning model for denoising and distortion correction in accelerated echo planar imagingISMRM
   • 2025Self-supervised Denoising Model for 7T Angiography with Z-Directional Artery Focused DDPMISMRM
   • 2024Multi-Slice-Aware Denoising Model for 7T MR AngiographyISMRM
7. SNU·머신러닝

   윤성로AI Lab

   관련도관련 논문 6편비중 6%
   • 2026Exploring the Transformer-based and Diffusion-based Models for Single Image DeblurringJournal of Visual Communication and Image Representation
   • 2025DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual InspectionCVPR
   • 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image GeneratorCVPR
8. KAIST·AI for Science

   예종철BISPL

   관련도관련 논문 7편비중 6%
   • 2026Tiled Prompts: Overcoming Prompt Misguidance in Image and Video Super-ResolutionECCV
   • 2025Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference AlignmentNeurIPS
   • 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image EditingCVPR
9. KAIST·음성·오디오

   남주한MAC Lab

   관련도관련 논문 4편비중 5%
   • 2026D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation from Lead sheetICASSP
   • 2026SAGA-SR: Semantically and Acoustically Guided Audio Super-ResolutionICASSP
   • 2025D3RM: A Discrete Denoising Diffusion Refinement Model for Piano TranscriptionICASSP
10. KAIST·컴퓨터 비전

    윤성의SGVR Lab

    관련도관련 논문 5편비중 9%
    • 2026EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion DeblurringACM MM
    • 2025AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention DisruptionICLR
    • 2025Enhancing Visual Re-ranking through Denoising Nearest Neighbor Graph via Continuous CRFICIP
11. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 5편비중 9%
    • 2026Restoring What Matters: HVS-Guided Curriculum for All-In-One Image RestorationIEEE TMM
    • 2025DMESH: A Structure-Preserving Diffusion Model for 3D Mesh DenoisingIEEE TNNLS
    • 2024Denoising Diffusion for Multi-View StereoICEIC
12. KAIST·컴퓨터 비전

    김태균CV & Learning Lab

    관련도관련 논문 4편비중 11%
    • 2026CoIn: Comprehensive 2D-3D Inpainting with Gaussian Splatting GuidanceECCV
    • 2025Joint Learning of Pose Regression and Denoising Diffusion with Score Scaling Sampling for Category-level 6D Pose EstimationICCV
    • 2025LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image EnhancementPattern Recognition
13. 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
14. SNU·AI 시스템

    전동석MMS Lab

    관련도관련 논문 3편비중 9%
    • 2026SplitHDR: Saturation-Aware HDR Recovery and Denoising for Real-Time DetectionECCV
    • 2026An Energy-Efficient Block-Convolution-Based Super-Resolution Processor With Tiling Artifact ReductionIEEE TVLSI
    • 2025An Energy-Efficient Super-Resolution Processor with Enhanced Tiling Artifact ReductionAPCCAS
15. SNU·머신러닝

    문태섭M.IN.D Lab

    관련도관련 논문 1편비중 2%연구 분야에 명시
    • 2025Efficient and Robust SEM Image Denoising for Wafer Defect InspectionMicroscopy and Microanalysis
16. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 4편비중 2%
    • 2025FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow MatchingICASSP
    • 2025LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image EnhancementIEEE SMC
    • 2024DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice ConversionAAAI
17. SNU·AI 시스템

    이재진THUNDER Research Group

    관련도관련 논문 3편비중 16%
    • 2025Enhancing Face Recognition Accuracy for Under-Display Cameras via Image RestorationSID Symposium Digest of Technical Papers
    • 2025Integrating spatial and frequency information for Under-Display Camera image restorationPattern Analysis and Applications
    • 2025Investigating the Effects of Degradation and Restoration on Face Recognition in Under-Display CamerasJournal of the Society for Information Display
18. Yonsei·컴퓨터 비전

    김선주CIPLab

    관련도관련 논문 3편비중 6%
    • 2026Reading the Unreadable: Text-Aware Image Super-Resolution Needs ReasoningNeurIPS
    • 2025Latent space Super-Resolution for Higher-Resolution Image Generation with Diffusion ModelsCVPR
    • 2024Accelerating Large Image Super-Resolution Networks with Pixel-Level ClassificationECCV
19. POSTECH·컴퓨터 비전

    곽수하, 조민수, 손진희CV Lab

    관련도관련 논문 4편비중 3%
    • 2025Generic Event Boundary Detection via Denoising DiffusionICCV
    • 2024FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse ConditionsECCV
    • 2024Burst Image Super-Resolution with Base Frame SelectionCVPR
20. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 4편비중 3%
    • 2025RefDeblur: Blind Motion Deblurring with Self-Generated Reference ImageTMLR
    • 2024Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified RobustnessTMLR
    • 2024Real-World Efficient Blind Motion Deblurring via Blur Pixel DiscretizationCVPR
21. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 2편비중 3%
    • 2026Fast and Accurate Temporal Super-Resolution via Residual-Aware Coupled Tensor FactorizationICASSP
    • 2026ResCode: Accurate Expert Compression of Sparse MoE Models via Residual-code RestorationEMNLP
22. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 2편비중 2%
    • 2026GARD: Geometry-Aware Representation Denoising for Robust Multi-view 3D ReconstructionNeurIPS
    • 2026TAIR: Text-Aware Image Restoration with Diffusion ModelsICLR
23. Yonsei·컴퓨터 비전

    박은병V-Lab

    관련도관련 논문 3편비중 8%
    • 2025Sequence Matters: Harnessing Video Models in 3D Super-ResolutionAAAI
    • 2024Deblurring 3D Gaussian SplattingECCV
    • 2024Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Field using Sharpness PriorWACV
24. KU·음성·오디오

    김찬우SLPL

    관련도관련 논문 2편비중 8%
    • 2026Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR SystemsIJCNN
    • 2025Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super ResolutionICASSP
25. SNU·로보틱스

    김아영RPM Lab

    관련도관련 논문 2편비중 5%
    • 2026TIDY: Thermal Infrared Image Denoising via Wavelet Domain Entropy and Directional Stripe IndexIROS
    • 2025TIR-Diffusion: Diffusion-based Thermal Infrared Image Denoising via Latent and Wavelet Domain OptimizationICRA
26. KAIST·컴퓨터 비전

    홍승훈Vision and Learning Lab

    관련도관련 논문 2편비중 5%
    • 2026Flow Map Language Models: One-step Language Modeling via Continuous DenoisingNeurIPS
    • 20253D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal DistillationAAAI
27. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 2편비중 2%
    • 2026Robust and Efficient Continual Model Merging via Global Singular Subspace Separation and RestorationNeurIPS
    • 2025DeRAGEC: Denoising Named Entity Candidtes with Synthetic Rationale for ASR Error CorrectionACL
28. KAIST·컴퓨터 비전

    심현정CVML Lab

    관련도관련 논문 3편비중 6%
    • 2024Adapting Low-Dose CT Denoisers for Texture Preservation using Zero-Shot Local Noise-level MatchingMedical Physics
    • 2024Local Expert Diffusion Models for Efficient Training in Denoising Diffusion Probabilistic ModelsAAAI
    • 2023Utilization of an Attentive Map to Preserve Anatomical Features for Training Convolutional Neural Network based Low-dose CT DenoiserMedical Physics
29. KAIST·AI for Science

    김우연Intelligent Chemistry Lab

    관련도관련 논문 2편비중 6%
    • 2026Riemannian denoising model for molecular structure optimization with chemical accuracyNature Computational Science
    • 2023GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional DenoisingNeurIPS
30. POSTECH·AI for Science

    김원화, 류일우MIP Lab

    관련도관련 논문 2편비중 3%
    • 2026Multi-frame Restoration for High-rate Lissajous Confocal Laser EndomicroscopyMICCAI
    • 2023RESToring Clarity: Unpaired Retina Image Enhancement using Scattering TransformMICCAI
31. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026ROODI: Reconstructing Occluded Objects with Denoising InpaintersECCV
    • 2023Dual-stage Super-resolution for edge devicesIEEE Access
32. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 2편비중 2%
    • 2026DarkQA: Benchmarking Vision-Language Models on Visual-Primitive Question Answering in Low-Light Indoor ScenesIEEE RA-L
    • 2023Joint Video Super-Resolution and Frame Interpolation via Permutation InvarianceSensors
33. POSTECH·자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련도관련 논문 2편비중 2%
    • 2025DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error CorrectionACL Findings
    • 2024Denoising Table-Text Retrieval for Open-Domain Question AnsweringLREC-COLING
34. KU·AI for Science

    감태의Medical AI Lab

    관련도관련 논문 2편비중 3%
    • 2025Sparsely Labeled fMRI Data Denoising with Meta-Learning-Based Semi-Supervised Domain AdaptationMICCAI
    • 2024A Unified Multi-Modality Fusion Framework for Deep Spatio-Temporal-Spectral Feature Learning in Resting-State fMRI DenoisingIEEE JBHI
35. Yonsei·AI 시스템

    박성훈MAIS Lab

    관련도관련 논문 2편비중 17%
    • 2025EOS: Energy-Optimized Super-Resolution on Mobile Devices for Live 360-Degree VideosMobiCom
    • 2023OmniLive: Super-Resolution Enhanced 360° Video Live Streaming for Mobile DevicesMobiSys
36. Yonsei·AI 시스템

    차호정MOBED

    관련도관련 논문 2편비중 9%
    • 2025EOS: Energy-Optimized Super-Resolution on Mobile Devices for Live 360-Degree VideosMobiCom
    • 2023OmniLive: Super-Resolution Enhanced 360° Video Live Streaming for Mobile DevicesMobiSys
37. SNU·머신러닝

    홍영준MLSC Lab

    관련도관련 논문 1편비중 3%
    • 2026Semi-Supervised Neural Super-Resolution for Mesh-Based SimulationsICML
38. POSTECH·머신러닝

    이재호EffL Lab

    관련도관련 논문 1편비중 3%
    • 2026Multi-frame Restoration for High-rate Lissajous Confocal Laser EndomicroscopyMICCAI
39. Yonsei·컴퓨터 비전

    이종석MCML Group

    관련도관련 논문 1편비중 3%
    • 2026DRIFT: Derailing denoising trajectories of flow-matching VLAs with adversarial patch attackACCV
40. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 1편비중 2%
    • 2026Text-Aware Image Restoration with Diffusion ModelsICLR
41. KAIST·컴퓨터 비전

    노용만IVY Lab

    관련도관련 논문 1편비중 1%
    • 2026STRIDE: When to Speak Meets Sequence Denoising for Streaming Video UnderstandingECCV
42. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 1편비중 1%
    • 2026Denoised Variance-Based Pruning with Optimal Brain Bias CompensationECCV
43. KU·머신러닝

    정종헌TAIL

    관련도관련 논문 2편비중 9%
    • 2024Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified RobustnessTMLR
    • 2023Multi-scale Diffusion Denoised SmoothingNeurIPS
44. SNU·로보틱스

    김현진LARR Lab

    관련도관련 논문 2편비중 2%
    • 2024SEDiff: Structure Extraction for Domain Adaptive Depth Estimation via Denoising Diffusion ModelsECCV
    • 2023DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelIROS
45. SNU·AI 시스템

    서지원Machine Learning Systems Lab

    관련도관련 논문 1편비중 8%
    • 2025Efficient Image Super-Resolution Using Dynamic Quality Control With Recursive Model StructuresIEEE Access
46. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 1편비중 6%
    • 2025Improving Detail in Pluralistic Image Inpainting with Feature DequantizationWACV
47. SNU·AI 시스템

    김형신AIoT Lab

    관련도관련 논문 1편비중 3%
    • 2025ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud RestorationICLR
48. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 1편비중 2%
    • 2025FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image DehazingCVPR
49. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 1편비중 2%
    • 2025RAD: Region-Aware Diffusion Models for Image InpaintingCVPR
50. KAIST·머신러닝

    정송

    관련도관련 논문 1편비중 8%
    • 2024Practical Denoising Autoencoder for CSI Feedback without Clean Target in Massive MIMO NetworksIEEE WCL
51. Yonsei·로보틱스

    최종은MLCS Lab

    관련도관련 논문 1편비중 5%
    • 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic ManipulationCVPR
52. KU·로보틱스

    최성준Robot Intelligence Lab

    관련도관련 논문 1편비중 3%
    • 2024Towards Natural Prosthetic Hand Gestures: A Common-Rig and Diffusion Inpainting PipelineEMBC
53. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 1편비중 2%
    • 2024Texture preserving low dose CT image denoising using Pearson divergencePhysics in Medicine and Biology
54. KAIST·데이터 마이닝

    박노성BigDyL

    관련도관련 논문 1편비중 1%
    • 2024SPI-GAN: Denoising Diffusion GANs with Straight-Path InterpolationsICLR
55. KAIST·머신러닝

    양은호MLI Lab

    관련도관련 논문 1편비중 1%
    • 2024SeamsTalk: Seamless Talking Face Generation via Flow-Guided InpaintingIEEE Access
56. SNU·머신러닝2026 업데이트 중

    강명주NCIA Lab

    관련도관련 논문 1편비중 3%
    • 2023Restoration based Generative ModelsICML
57. SNU·AI for Science

    김경수AIBL

    관련도관련 논문 1편비중 3%
    • 2023Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinusComputer Methods and Programs in Biomedicine
58. KAIST·AI 시스템

    한동수INA Lab

    관련도관련 논문 1편비중 4%
    • 2023AccelIR: Task-aware Image Compression for Accelerating Neural RestorationCVPR
59. Yonsei·AI 시스템

    김상엽EASY Lab

    관련도관련 논문 1편비중 2%
    • 2023A Resource-Efficient Super-Resolution FPGA Processor with Heterogeneous CNN and SNN Core ArchitectureA-SSCC
60. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 1편비중 1%
    • 2023Denoising After Entropy-based Debiasing A Robust Training Method for Dataset Bias with Noisy LabelsAAAI

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.