Kwang Moo Yi

42 papers · 2013–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (74) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (12) 🏠 Conference Loyalist (20) 👥 Mega-Team (34) 🤝 Dynamic Duo (22) 🔬 Deep Specialist (17) ⚡ Prolific Year (6) 📈 Trend Setter 💎 Century Club (42) 🚀 Conference Pioneer 🗃️ Keyword Collector (193) 🔥 Unstoppable (8)

Conferences

CVPR (20) ECCV (7) ICCV (7) NIPS (5) WACV (3)

Top co-authors

Andrea Tagliasacchi (22) Daniel Rebain (11) Weiwei Sun (9) Eduard Trulls (8) Wei Jiang (7) Pascal Fua (6) Gopal Sharma (6) Shweta Mahajan (5) Yuhe Jin (5) Abhishek Kar (4)

Research topics

Probability (1) Core AI (1)

Keywords

3d reconstruction (7) neural field (5) neural radiance field (4) neural rendering (4) novel view synthesis (4) generative model (4) image registration (3) feature extraction (3) pose estimation (3) image reconstruction (3) feature matching (3) image generation (3) unsupervised learning (3) volumetric rendering (3) deep learning (2) scene representation (2) signal processing (2) computer graphics (2) few-shot learning (2) point cloud (2)

Papers

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories CVPR 2025

StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting ICCV 2025

Radiant Foam: Real-Time Differentiable Ray Tracing ICCV 2025

BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024

Unsupervised Keypoints from Pretrained Diffusion Models CVPR 2024

Volumetric Rendering with Baked Quadrature Fields ECCV 2024

"PointNeRF++: A multi-scale, point-based Neural Radiance Field" ECCV 2024

Lagrangian Hashing for Compressed Neural Field Representations ECCV 2024

Accelerating Neural Field Training via Soft Mining CVPR 2024

Neural Fields as Distributions: Signal Processing Beyond Euclidean Space CVPR 2024

Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024

ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models CVPR 2024

3D Gaussian Splatting as Markov Chain Monte Carlo NIPS 2024

Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training ECCV 2024

NeuralBF: Neural Bilateral Filtering for Top-Down Instance Segmentation on Point Clouds WACV 2023

Unsupervised Semantic Correspondence Using Stable Diffusion NIPS 2023

BlendFields: Few-Shot Example-Driven Facial Modeling CVPR 2023

Neural Fourier Filter Bank CVPR 2023

FaceLit: Neural 3D Relightable Faces CVPR 2023

Pointersect: Neural Rendering With Cloud-Ray Intersection CVPR 2023

NeuMan: Neural Human Radiance Field from a Single Video ECCV 2022

TUSK: Task-Agnostic Unsupervised Keypoints NIPS 2022

Novel-View Synthesis of Human Tourist Photos WACV 2022

CoNeRF: Controllable Neural Radiance Fields CVPR 2022

Kubric: A Scalable Dataset Generator CVPR 2022

LOLNerf: Learn From One Look CVPR 2022

Layered Controllable Video Generation ECCV 2022

COTR: Correspondence Transformer for Matching Across Images ICCV 2021

Canonical Capsules: Self-Supervised Capsules in Canonical Pose NIPS 2021

DeRF: Decomposed Radiance Fields CVPR 2021

MIST: Multiple Instance Spatial Transformer CVPR 2021

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021

ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning CVPR 2020

Optimizing Through Learned Errors for Accurate Sports Field Registration WACV 2020

Beyond Cartesian Representations for Local Descriptors ICCV 2019

Linearized Multi-Sampling for Differentiable Image Transformation ICCV 2019

LF-Net: Learning Local Features from Images NIPS 2018

Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses ECCV 2018

Learning to Find Good Correspondences CVPR 2018

Learning to Assign Orientations to Feature Points CVPR 2016

A Novel Representation of Parts for Accurate 3D Object Detection and Tracking in Monocular Images ICCV 2015

Initialization-Insensitive Visual Tracking through Voting with Salient Local Features ICCV 2013