Ko Nishino
29 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π¬
Deep Specialist
(14)
π€
Dynamic Duo
(15)
π§¬
Topic Evolution
π
Keyword Champion
(4)
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(129)
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(24)
Analysis
(21)
Machine Learning
(10)
Deep Learning
(7)
Processing
(7)
Core Methods
(5)
Learning Types
(5)
Artificial Intelligence
(4)
Core AI Β· Artificial Intelligence
(4)
Domain-Specific
(4)
Models
(4)
Computer Science
(3)
Applications
(3)
Core AI Β· Computer Vision
(3)
Generation
(3)
Keywords
3d reconstruction
(9)
surface normal
(5)
depth estimation
(5)
shape from shading
(4)
surface normal estimation
(3)
material recognition
(3)
polarization imaging
(3)
human pose estimation
(2)
multi-view geometry
(2)
head pose estimation
(2)
novel view synthesis
(2)
reflectance estimation
(2)
polarimetric imaging
(2)
self-supervised learning
(2)
image classification
(2)
diffusion model
(2)
probabilistic inference
(1)
belief propagation
(1)
metric learning
(1)
computer vision
(1)
Papers
Action Motifs: Self-Supervised Hierarchical Representation of Human Body Movements
CVPR 2026
HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery
CVPR 2025
MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views
CVPR 2025
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians
ICCV 2025
Camera Height Doesn't Change: Unsupervised Training for Metric Monocular Road-Scene Depth Estimation
ECCV 2024
Correspondences of the Third Kind: Camera Pose Estimation from Object Reflection
ECCV 2024
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance
CVPR 2024
Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
CVPR 2024
KFD-NeRF: Rethinking Dynamic NeRF with Kalman Filter
ECCV 2024
Multistable Shape from Shading Emerges from Patch Diffusion
NeurIPS 2024
SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
CVPR 2024
DeePoint: Visual Pointing Recognition and Direction Estimation
ICCV 2023
Fresnel Microfacet BRDF: Unification of Polari-Radiometric Surface-Body Reflection
CVPR 2023
NeRFrac: Neural Radiance Fields through Refractive Surface
ICCV 2023
nLMVS-Net: Deep Non-Lambertian Multi-View Stereo
WACV 2023
Dynamic 3D Gaze From Afar: Deep Gaze Estimation From Temporal Eye-Head-Body Coordination
CVPR 2022
Multimodal Material Segmentation
CVPR 2022
Polarimetric Normal Stereo
CVPR 2021
Shape From Sky: Polarimetric Normal Recovery Under the Sky
CVPR 2021
Appearance and Shape from Water Reflection
WACV 2020
Invertible Neural BRDF for Object Inverse Rendering
ECCV 2020
Surface Normals and Shape From Water
ICCV 2019
Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera
ECCV 2018
Differential Angular Imaging for Material Recognition
CVPR 2017
Wetness and Color From a Single Multispectral Image
CVPR 2017
Automatically Discovering Local Visual Material Attributes
CVPR 2015
Reflectance Hashing for Material Recognition
CVPR 2015
Multiview Shape and Reflectance from Natural Illumination
CVPR 2014
Two-Point Gait: Decoupling Gait from Body Shape
ICCV 2013