Ren Ng
16 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
The Namer
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(89)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Computer Vision
(11)
Deep Learning
(10)
Machine Learning
(9)
Processing
(8)
Analysis
(6)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core AI
(2)
Domain-Specific
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Keywords
image restoration
(2)
convolutional neural network
(2)
neural radiance field
(2)
depth estimation
(2)
motion deblurring
(1)
motion estimation
(1)
neural tangent kernel
(1)
image reconstruction
(1)
convex optimization
(1)
scene representation
(1)
eye tracking
(1)
image denoising
(1)
synthetic data generation
(1)
gradient descent
(1)
image encoding
(1)
neural representation
(1)
optical flow
(1)
monocular depth estimation
(1)
weight initialization
(1)
3d reconstruction
(1)
Papers
A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
ICLR 2025
Gravitationally Lensed Black Hole Emission Tomography
CVPR 2022
Learned Initializations for Optimizing Coordinate-Based Neural Representations
CVPR 2021
PlenOctrees for Real-Time Rendering of Neural Radiance Fields
ICCV 2021
R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina
ICCV 2021
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
NeurIPS 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
ECCV 2020
StegaStamp: Invisible Hyperlinks in Physical Photographs
CVPR 2020
Pushing the Boundaries of View Extrapolation With Multiplane Images
CVPR 2019
Zoom to Learn, Learn to Zoom
CVPR 2019
Aperture Supervision for Monocular Depth Estimation
CVPR 2018
Burst Denoising With Kernel Prediction Networks
CVPR 2018
Single Image Reflection Separation With Perceptual Losses
CVPR 2018
Learning to Synthesize a 4D RGBD Light Field From a Single Image
ICCV 2017
Light Field Blind Motion Deblurring
CVPR 2017
Oriented Light-Field Windows for Scene Flow
ICCV 2015