관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 5편비중 11%연구 분야에 명시- 2026DiverseVAR: Balancing Diversity and Quality of Next-Scale Visual Autoregressive Models ECCV
- 2026Drifting Field Policy: A One-Step Generative Policy via Wasserstein Gradient Flow NeurIPS
- 2026BoxSplitGen: A Generative Model for 3D Part Bounding Boxes in Varying Granularity WACV
- KAISTAI for Science
예종철BISPL
관련 논문 7편비중 6%연구 분야에 명시- 2026Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models NeurIPS
- 2026Aligning Few-Step Generative Model via Amortizing Sample-Based Variational Inference NeurIPS
- 2025Improving functional correlation of quantification of interstitial lung disease by reducing the vendor difference of CT using generative adversarial network (GAN) style conversion European Journal of Radiology
- POSTECHAI for Science
김원화, 류일우MIP Lab
관련 논문 6편비중 8%연구 분야에 명시- 2026ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs MICCAI
- 2025Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies ICLR
- 2025HGM³: Hierarchical Generative Masked Motion Modeling with Hard Token Mining ICLR
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 5편비중 9%연구 분야에 명시- 2026Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching ICML
- 2025Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance ICASSP
- 2025SummDiff: Generative Modeling of Video Summarization with Diffusion ICCV
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 5편비중 4%연구 분야에 명시- 2026Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation ICML
- 2025Grouped Speculative Decoding for Autoregressive Image Generation ICCV
- 2025Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking NeurIPS
- KAIST머신러닝
박진규System Intelligence Lab
관련 논문 5편비중 10%연구 분야에 명시- 2025Generative Flows on Synthetic Pathways for Drug Design ICLR
- 2025PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization NeurIPS
- 2024GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning NeurIPS
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 6편비중 6%- 2026IdeaBlocks: Expressing and Reusing Divergent Intents for Graphic Design Exploration using Generative AI DIS
- 2026IntentFlow: Investigating Fluid Dynamics of Intent Communication in Generative AI DIS
- 2025IdeaBlocks: Expressing and Reusing Exploratory Intents for Design Exploration with Generative AI UIST
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 5편비중 5%- 2026MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model ICASSP
- 2026Semantic-VAE: Semantic-Alignment Latent Representation for Better Speech Synthesis INTERSPEECH
- 2026WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models INTERSPEECH
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 3편비중 3%연구 분야에 명시- 2026Improving Black-Box Generative Attacks via Generator Semantic Consistency ICLR
- 2025Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model ICCV
- 2025Boosting Adversarial Transferability with a Generative Model Perspective CVPR
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 5편비중 4%- 2026Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry AAAI
- 2026VideoMaMa: Mask-Guided Video Matting via Generative Prior CVPR
- 2026WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation CVPR
- KAISTAI for Science
김우연Intelligent Chemistry Lab
관련 논문 6편비중 17%- 2026Harnessing generative AI for efficient organic materials discovery in low-data regimes Digital Discovery
- 2025Generative Flows on Synthetic Pathway for Drug Design ICLR
- 20243D molecular generative framework for interaction-guided drug design Nature Communications
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 5편비중 6%- 2026Discriminative Score Function: Turning Pretrained Models into Functional Generative Priors NeurIPS
- 2026Zero-Shot Quantization for Object Detectors using Off-the-Shelf Generative Models ECCV
- 2026Focus enhancement for image-based overlay metrology targets via generative models Journal of Micro/Nanopatterning, Materials, and Metrology
- KAISTAI 시스템
김주영CAST Lab
관련 논문 3편비중 4%연구 분야에 명시- 2026FastSTAR: Spatiotemporal Token Pruning for Efficient Autoregressive Video Synthesis ECCV
- 2025Adelia: A 4nm LLM Accelerator with Streamlined Dataflow and Dual-Mode Parallelization for Efficient Generative AI Inference VLSI Symposium
- 2023HyperAccel LPU: Accelerating Hyperscale Models for Generative AI Hot Chips
- SNU머신러닝
윤성로AI Lab
관련 논문 3편비중 3%연구 분야에 명시- 2026FoMo: Forking Moment in Generative Trajectory as a Perceptual Distance NeurIPS
- 2025Diffusion-Stego: Training-free diffusion generative steganography via message projection Information Sciences
- 2023Real-world Prediction of Preclinical Alzheimer’s Disease with a Deep Generative Model Artificial Intelligence in Medicine
- SNU컴퓨터 비전
주한별VC Lab
관련 논문 3편비중 11%연구 분야에 명시- 2025ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions CVPR
- 2025PERSE: Personalized 3D Generative Avatars from A Single Portrait CVPR
- 2024PEGASUS: Personalized Generative 3D Avatars with Composable Attributes CVPR
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 3편비중 4%연구 분야에 명시- 2026SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive Generation ICLR
- 2024Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance NeurIPS
- 2023Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models ICCV
- KAIST머신러닝
양은호MLI Lab
관련 논문 5편비중 6%- 2026On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering ICML
- 2026Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation CVPR
- 2025LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding ICLR
- KU컴퓨터 비전
박경문VGI Lab
관련 논문 2편비중 4%연구 분야에 명시- 2026Detecting Unknown Objects via Energy-based Separation for Open World Object Detection CVPR
- 2024Generative Unlearning for Any Identity CVPR
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 3편비중 14%연구 분야에 명시- 2024EquiGraspFlow: SE(3)-Equivariant 6-DoF Grasp Pose Generative Flows CoRL
- 2024Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models NeurIPS
- 2023Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NeurIPS
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 5편비중 8%- 2026Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models ICML
- 2025Evaluating Multimodal Generative AI with Korean Educational Standards NAACL
- 2025Generative Prompt Internalization NAACL
- KU머신러닝
정종헌TAIL
관련 논문 2편비중 9%연구 분야에 명시- 2026Meta Inverse Prompting for Video Generative Models NeurIPS
- 2023Guiding Energy-based Models via Contrastive Latent Variables ICLR
- SNUAI for Science
정유성MICC Lab
관련 논문 3편비중 7%- 2026Generative modelling of inorganic materials with explicit electronic structure Nature Communications
- 2026AI for Accelerated Materials Discovery: From Generative Design to Autonomous Realization Chem. Rev
- 2026Evaluating Global Optimization and Generative Methods for Low-Energy and Diverse Crystal Structure Prediction Via Two Case Studies Digital Discovery
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 3편비중 5%- 2026MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender SIGIR
- 2026SAGEO Arena: A Realistic Environment for Evaluating Search-Augmented Generative Engine Optimization KDD
- 2026Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths ACL Findings
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 3편비중 9%연구 분야에 명시- 2023MAGVLT: Masked Generative Vision-and-Language Transformer CVPR
- 2023Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces NeurIPS
- 2023Score-based Generative Models with Levy Processes NeurIPS
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 3편비중 3%- 2026Real-Time Execution with Autoregressive Policies CoRL
- 2026Spanning Tree Autoregressive Visual Generation ECCV
- 2026Teaching Metric Distance to Autoregressive Multimodal Foundational Models ICLR
- KAIST데이터 마이닝
박노성BigDyL
관련 논문 2편비중 3%연구 분야에 명시- 2025TSGM: Regular and Irregular Time-series Generation using Score-based Generative Models IEEE BigData
- 2023MadSGM: Multivariate Anomaly Detection with Score-based Generative Models CIKM
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 4편비중 4%- 2026Sequential Data Augmentation for Generative Recommendation WSDM
- 2025Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs WWW
- 2025Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding NeurIPS
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 1편비중 2%연구 분야에 명시- 2026Decoupled Generative Modeling for Human-Object Interaction Synthesis CVPR
- KAIST머신러닝
윤세영OSI Lab
관련 논문 4편비중 3%- 2026DualDrift: Combining Forward and Reverse Drifts for One-Step Generative Modeling NeurIPS
- 2026Generative Visual Code Mobile World Models ICML
- 2024Re3val: Reinforced and Reranked Generative Retrieval EACL Findings
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 4편비중 3%- 2026Affostruction: 3D Affordance Grounding with Generative Reconstruction CVPR
- 2025Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens ICCV
- 2025GENIUS: A Generative Framework for Universal Multimodal Search CVPR
- Yonsei컴퓨터 비전
박은병V-Lab
관련 논문 1편비중 3%연구 분야에 명시- 2025Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction CVPR
- SNUAI for Science
김경수AIBL
관련 논문 3편비중 9%- 2026On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering ICML
- 2026Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation Scientific Reports
- 2024Refining Microcalcification Detection in Full-Field Digital Mammography Using Generative AI: Enhanced Accuracy and Reduced False Positives RSNA
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 5편비중 4%- 2025PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask ICCV
- 2025Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP
- 20233D-Aware Generative Model for Improved Side-View Image Synthesis ICCV
- Yonsei머신러닝
권도현PDE & AI Lab
관련 논문 1편비중 7%연구 분야에 명시- 2024Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models NeurIPS
- Yonsei컴퓨터 비전
어영정Visual Intelligence Lab
관련 논문 1편비중 4%연구 분야에 명시- 2024Attribute Based Interpretable Evaluation Metrics for Generative Models ICML
- KAIST컴퓨터 비전
김태균CV & Learning Lab
관련 논문 1편비중 3%연구 분야에 명시- 2024Energy-based Domain-Adaptive Segmentation with Depth Guidance IEEE RA-L
- KAIST머신러닝
이주호SIML Lab
관련 논문 3편비중 4%- 2026Context-aware generative imputation for robust multimodal learning in missing modality scenarios NeurIPS
- 2026Generative active learning via Bayesian acquisition for improving the efficiency of synthetic data NeurIPS
- 2023A generative self-supervised framework using functional connectivity in fMRI data NeurIPS
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 3편비중 3%- 2026Infinite-Precision Autoregressive Modeling for Vector Graphics and Layouts ICML
- 2026HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene WACV
- 2023Generative Neural Fields by Mixtures of Neural Implicit Functions NeurIPS
- KAIST컴퓨터 비전
김승욱GLOW Lab
관련 논문 1편비중 7%연구 분야에 명시- 2023DreamTeacher: Pretraining Image Backbones with Deep Generative Models ICCV
- SNU머신러닝
홍영준MLSC Lab
관련 논문 1편비중 3%연구 분야에 명시- 2023Data-efficient deep generative model with discrete latent representations for high-fidelity digital materials ACS Materials Letters
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 1편비중 3%연구 분야에 명시- 2023Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers CVPR
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%연구 분야에 명시- 2023Causally Disentangled Generative Variational AutoEncoder ECAI
- KU머신러닝
이성환PRML Lab
관련 논문 5편비중 3%- 2025ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow AAAI
- 2024Explaining Generative Diffusion Models via Visual Analysis for Interpretable Decision-Making Process Expert Systems with Applications
- 2023GITGAN: Generative Inter-subject Transfer for EEG Motor Imagery Analysis Pattern Recognition
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 3편비중 4%- 2026Learning to Solve Generative ODEs Beyond the Linear Span NeurIPS
- 2025Latent Bayesian Optimization via Autoregressive Normalizing Flows ICLR
- 2024Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 4편비중 4%- 2026SERA: Self-referential assessment framework for bidirectional generative commonsense reasoning Knowledge-Based Systems
- 2024Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation EACL Findings
- 2023CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP
- SNU컴퓨터 비전
김영민3D Vision Lab
관련 논문 3편비중 6%- 2026ScaleMoGen: Autoregressive Next-Scale Prediction for Human Motion Generation ECCV
- 2024Investigating Chiral Morphogenesis of Gold Using Generative Cellular Automata Nature Materials
- 2024Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata CVPR
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 3편비중 14%- 2026Zero-Shot Scene Geometry Recognition from Sparse Partial-View Images: Leveraging Generative Diffusion Models for Robotic Manipulation Tasks IEEE RA-L
- 2024EquiGraspFlow: SE(3)-Equivariant 6-DoF Grasp Pose Generative Flows CoRL
- 2023On Explicit Curvature Regularization in Deep Generative Models ICML
- Yonsei컴퓨터 비전
김선주CIPLab
관련 논문 2편비중 4%- 2026LIIFusion: Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation ECCV
- 2026Autoregressive Universal Video Segmentation Model CVPR Findings
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 2편비중 4%- 2026MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender SIGIR
- 2026Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths ACL Findings
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 2편비중 3%- 2026GR²: Mitigating Granularity Collapse via Adaptive Query Routing in Generative Retrieval EMNLP
- 2026D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval EACL
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 2편비중 2%- 2026ELITE: Efficient Gaussian Head Avatar from a Monocular Video via Learned Initialization and TEst-time Generative Adaptation CVPR
- 2026Reflection-aware Generative Novel View Synthesis ECCV
- Yonsei컴퓨터 비전
이종석MCML Group
관련 논문 3편비중 9%- 2026Dominating vs. dominated: Concept-level generative collapse in diffusion models ACCV
- 2024Anomaly score: Evaluating generative models and individual generated images based on complexity and vulnerability CVPR
- 2023Demystifying randomly initialized networks for evaluating generative models AAAI
- SNU자연어처리·LLM
도재영AIDAS Lab
연구 분야에 명시 - SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
연구 분야에 명시 - SNU로보틱스
이영운Scalable Robot Learning Lab
연구 분야에 명시 - KU음성·오디오
김찬우SLPL
연구 분야에 명시 - KAIST머신러닝
김희영Engineering Data Science Lab
관련 논문 3편비중 9%- 2026Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance Technometrics
- 2023Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder IISE Transactions
- 2023Label-Noise Robust Deep Generative Model for Semi-Supervised Learning Technometrics
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 2편비중 10%- 2026Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete Diffusion ICML
- 2025SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector AAAI
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 2편비중 5%- 2026DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection ECCV
- 2025Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devices Applied Soft Computing
- SNU컴퓨터 비전
조남익ISPL
관련 논문 3편비중 5%- 2026UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation IEEE Access
- 2023JPEG Artifact Reduction Based on Deformable Offset Gating Network Controlled by a Variational Autoencoder IEEE Access
- 2023Deformable Offset Gating Network with Variational Auto-encoder for Compression Artifacts Reduction IWAIT
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 3편비중 4%- 2025GuRE:Generative Query REwriter for Legal Passage Retrieval EMNLP
- 2024Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP
- 2024Autoregressive Score Generation for Multi-trait Essay Scoring EACL Findings
- SNU머신러닝
김용대IDEA Lab
관련 논문 3편비중 12%- 2025Learning deep generative models based on binomial log-likelihood Neurocomputing
- 2024ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models ICML
- 2023A likelihood approach to nonparametric estimation of a singular distribution using deep generative models JMLR
- SNU머신러닝2026 업데이트 중
강명주NCIA Lab
관련 논문 4편비중 11%- 2024Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport ICML
- 2023Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NeurIPS
- 2023Restoration based Generative Models ICML
- KAIST머신러닝
안성수SPML Lab
관련 논문 2편비중 4%- 2025Energy-based Generator Matching: A Neural Sampler for General State Space NeurIPS
- 2025Generative Flows on Synthetic Pathway for Drug Design ICLR
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 2편비중 5%- 2026PROGRAM: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries ACL Findings
- 2023Autoregressive decoder with extracted gap sessions for sequential/session-based recommendation IEEE Access
- POSTECH그래픽스
이승용, 조성현, 백승환CG Lab
관련 논문 3편비중 4%- 2024P-Hologen: An End-to-End Generative Framework for Phase-Only Holograms Pacific Graphics
- 2024UGPNet: Universal Generative Prior for Image Restoration WACV
- 20233D-Aware Generative Model for Improved Side-View Image Synthesis ICCV
- Yonsei로보틱스
최종은MLCS Lab
관련 논문 3편비중 16%- 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation CVPR
- 2023Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning ICLR
- 2023Robotic Manipulation Learning with Equivariant Descriptor Fields: Generative Modeling, Bi-equivariance, Steerability, and Locality RSS
- Yonsei머신러닝
노승문AI-ISL
관련 논문 2편비중 5%- 2025Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes ICML
- 2023Generative Adversarial Networks for DNA Storage Channel Simulator IEEE Access
- SNU컴퓨터 비전
전세영ICL
관련 논문 3편비중 4%- 2023DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model CVPR
- 2023On the Robustness of Normalizing Flows for Inverse Problems in Imaging ICCV
- 2023PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion ICCV
- SNU음성·오디오
이교구MARG
관련 논문 2편비중 3%- 2025Few-step Adversarial Schrödinger Bridge for Generative Speech Enhancement INTERSPEECH
- 2023Yet Another Generative Model for Room Impulse Response Estimation WASPAA
- Yonsei데이터 마이닝
이경호ICL
관련 논문 1편비중 4%- 2026LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL
- SNU머신러닝
이상학Causality Lab
관련 논문 1편비중 3%- 2026Estimating Interventional Outcomes over Time with Causal Normalizing Flow UAI
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 2편비중 3%- 2024Boosting Speech Enhancement with Clean Self-Supervised Features via Conditional Variational Autoencoders ICASSP
- 2024Leveraging VQ-VAE Tokenization for Autoregressive Modeling of Medical Time Series Artificial Intelligence in Medicine
- KAIST머신러닝
안성진MLML
관련 논문 1편비중 3%- 2026Generative Recursive Reasoning NeurIPS
- KUAI for Science
감태의Medical AI Lab
관련 논문 2편비중 3%- 2024Graph-based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis with Synthetic functional Brain Network Generation IEEE JBHI
- 2024A Comparative Study: Enhancing Conditional Generative Adversarial Networks for Functional Connectivity Synthesis in Major Depressive Disorder ICPRAI
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 1편비중 2%- 2026Who Will Become the Next Senior?: How Generative AI Erodes the Development Pathway in Software Engineering AIES
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 1편비중 2%- 2026Mine over Yours: How Authorship Biases Evaluation in Generative Information Retrieval SIGIR
- SNU자연어처리·LLM
조요한
관련 논문 1편비중 2%- 2026Mechanism Shift during Post-training from Autoregressive to Masked Diffusion Language Models EMNLP
- KU인간-AI 상호작용
서승호HUI
관련 논문 1편비중 2%- 2026On the generalization limits of quantum generative adversarial networks with pure state generators Scientific Reports
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 1편비중 2%- 2026Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts ICLR
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 1편비중 2%- 2026LeakGFN: Robust Molecular Generation in Generative Flow Networks via Flow Decomposition ICML
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 1편비중 2%- 2026Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening ICLR
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 1편비중 1%- 2026Tokenizing Antibody-Antigen Complex Structures via Energy-Based Surrogates KDD
- SNUAI 시스템
안정호SCALable Computer Architecture Lab
관련 논문 2편비중 4%- 2024AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference ASPLOS
- 2023Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models IEEE Computer Architecture Letters
- KAIST머신러닝
황성주MLAI Lab
관련 논문 2편비중 2%- 2024Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes ICML
- 2023Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models ICCV
- KAIST머신러닝
정송
관련 논문 1편비중 8%- 2025Instruction-Guided Autoregressive Neural Network Parameter Generation ICLR
- SNUAI 시스템
이재진THUNDER Research Group
관련 논문 1편비중 5%- 2025KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP
- SNU머신러닝
이원종DRL Lab
관련 논문 1편비중 4%- 2025Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models ICLR
- SNU인간-AI 상호작용2026 업데이트 중
이준환HCI+D Lab
관련 논문 1편비중 4%- 2025NoRe: Augmenting Journaling Experience with Generative AI for Music Creation DIS
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2025A Characterization of Generative Recommendation Models: Study of Hierarchical Sequential Transduction Unit IEEE Computer Architecture Letters
- KAIST데이터 마이닝
황의종Data Intelligence Lab
관련 논문 1편비중 4%- 2025PFGuard: A Generative Framework with Privacy and Fairness Safeguards ICLR
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 1편비중 3%- 2025Sample-Efficient Multi-Round Generative Data Augmentation for Long-Tail Instance Segmentation NeurIPS
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 1편비중 2%- 2025PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models ICLR
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 1편비중 2%- 2025Entity-Aware Generative Retrieval for Personalized Contexts CIKM
- KAIST머신러닝
신진우ALIN Lab
관련 논문 2편비중 2%- 2023Guiding Energy-based Models via Contrastive Latent Variables ICLR
- 2023String-based Molecule Generation via Multi-decoder VAE ICASSP
- KUAI for Science
석흥일Machine Intelligence Lab
관련 논문 1편비중 2%- 2025Quantized Factor Identifiable Causal Effect Variational Autoencoder CIKM
- YonseiAI 시스템
김상엽EASY Lab
관련 논문 1편비중 2%- 2025EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI Motivation Hot Chips
- SNU데이터 마이닝
유재민Data AI Lab
관련 논문 1편비중 4%- 2024HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 1편비중 4%- 2024ASM: Harmonizing Autoregressive model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation SIGMOD
- KAIST음성·오디오
남주한MAC Lab
관련 논문 1편비중 1%- 2024Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive Models IEEE TASLP
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 1편비중 1%- 2024The Generative AI Paradox in Evaluation: "What It Can Solve, It May Not Evaluate" EACL
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2024Vision-Language Generative Model for View-Specific Chest X-ray Generation CHIL
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 1편비중 2%- 2024Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection CVPR
- Yonsei머신러닝
조성배SCLAB
관련 논문 1편비중 1%- 2024Extended Generative Adversarial Imitation Learning for Autonomous Agents in Minecraft Game IEEE CEC
- KU머신러닝
박세준Efficient Inference and Learning Lab
관련 논문 1편비중 8%- 2023Guiding Energy-based Models via Contrastive Latent Variables ICLR
- YonseiAI for Science2026 업데이트 중
남호정BIIL
관련 논문 1편비중 8%- 2023LOGICS: Learning optimal generative distribution for designing de novo chemical structures Journal of Cheminformatics
- KU머신러닝
성준경BREIN Lab
관련 논문 1편비중 6%- 2023Real-world prediction of preclinical Alzheimer's disease with a deep generative model Artificial Intelligence in Medicine
- SNU머신러닝
장병탁BI Lab
관련 논문 1편비중 1%- 2023The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training CVPR
- KAIST머신러닝
문일철AAI Lab
관련 논문 1편비중 3%- 2023Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models ICML
- KAIST머신러닝
이상완AI Brain Lab
관련 논문 1편비중 2%- 2023Energy-based cross attention for Bayesian context update in text-to-image diffusion models NeurIPS
- KU로보틱스
최성준Robot Intelligence Lab
관련 논문 1편비중 3%- 2023Score-based Generative Modeling through Stochastic Evolution Equation in Hilbert Spaces NeurIPS
- Yonsei머신러닝
손지용ITML Lab
관련 논문 1편비중 4%- 2023Can We Find Strong Lottery Tickets in Generative Models? AAAI