Hyunsu Kim

18 papers · 2019–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint

👑 Triple Crown ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (95)

Venues

ICML (5) ICLR (4) CVPR (3) ICCV (3) ECCV (1) NeurIPS (1) WACV (1)

Top co-authors

Juho Lee (8) Junho Kim (5) Yunjey Choi (5) Hongseok Yang (3) Sungjoo Yoo (2) Jongmin Yoon (2) Gyeonghoon Ko (2) Yegon Kim (2) Youngjung Uh (2) Gayoung Lee (2)

Research topics

Machine Learning (10) Deep Learning (9) Computer Vision (8) Models (8) Generation (7) Artificial Intelligence (6) Analysis (4) Processing (4) Application Areas (3) Core AI (3) Core Methods (3) Learning Types (3) Optimization & Theory (3) Mathematics & Optimization (2) Bayesian & Probabilistic (2)

Keywords

generative adversarial network (4) 3d gaussian splatting (2) novel view synthesis (2) variational inference (2) latent space (2) image manipulation (2) image synthesis (1) image-to-image translation (1) motion forecasting (1) flow matching (1) neural rendering (1) posterior sampling (1) deep learning (1) time series classification (1) depth estimation (1) implicit neural representation (1) missing value imputation (1) geometric deep learning (1) generative model (1) probabilistic framework (1)

Papers

GLINT: Modeling Scene-Scale Transparency via Gaussian Radiance Transport CVPR 2026 LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures WACV 2026 Active Learning with Selective Time-Step Acquisition for PDEs ICML 2025 Ensemble Distribution Distillation via Flow Matching ICML 2025 Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo ICLR 2025 Fast Ensembling with Diffusion Schrödinger Bridge ICLR 2024 Learning Infinitesimal Generators of Continuous Symmetries from Data NeurIPS 2024 Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts ICML 2024 3D-aware Blending with Generative NeRFs ICCV 2023 BallGAN: 3D-aware Image Synthesis with a Spherical Background ICCV 2023 Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding CVPR 2023 Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance ICLR 2023 Probabilistic Imputation for Time-series Classification with Missing Data ICML 2023 Regularizing Towards Soft Equivariance Under Mixed Symmetries ICML 2023 Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks ICLR 2022 Generator Knows What Discriminator Should Learn in Unconditional GANs ECCV 2022 Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing CVPR 2021 Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss ICCV 2019