Kihwan Kim
19 papers · 2016–2022 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Dynamic Duo
(17)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
(96)
Venues
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Research topics
Computer Vision
(13)
Analysis
(12)
Deep Learning
(10)
Learning Types Β· Deep Learning
(7)
Machine Learning
(6)
Learning Types Β· Machine Learning
(5)
Processing
(5)
Generation
(3)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Domain-Specific
(2)
Optimization & Theory
(2)
Computer Science
(1)
Robotics
(1)
Keywords
3d reconstruction
(6)
depth estimation
(4)
geometric constraint
(2)
neural rendering
(2)
stereo vision
(1)
binary classification
(1)
probabilistic modeling
(1)
computer vision
(1)
image generation
(1)
scene understanding
(1)
pose estimation
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
expectation maximization
(1)
point cloud
(1)
image restoration
(1)
3d vision
(1)
image reconstruction
(1)
3d scene understanding
(1)
semantic segmentation
(1)
Papers
Extracting Vignetting and Grain Filter Effects From Photos
WACV 2022
Bi3D: Stereo Depth Estimation via Binary Classifications
CVPR 2020
DeepGMR: Learning Latent Gaussian Mixture Models for Registration
ECCV 2020
Novel View Synthesis of Dynamic Scenes With Globally Coherent Depths From a Monocular Camera
CVPR 2020
NRMVS: Non-Rigid Multi-view Stereo
WACV 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild
NeurIPS 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency
ECCV 2020
Two-Shot Spatially-Varying BRDF and Shape Estimation
CVPR 2020
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
CVPR 2019
Neural Inverse Rendering of an Indoor Scene From a Single Image
ICCV 2019
Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera
CVPR 2019
PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image
CVPR 2019
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
CVPR 2019
Geometry-Aware Learning of Maps for Camera Localization
CVPR 2018
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation
ECCV 2018
A Lightweight Approach for On-The-Fly Reflectance Estimation
ICCV 2017
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting
ICCV 2017
Accelerated Generative Models for 3D Point Cloud Data
CVPR 2016
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network
CVPR 2016