David W. Jacobs
15 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver
π§¬
Topic Evolution
π§
Keyword Pioneer
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(86)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Computer Vision
(13)
Analysis
(11)
Deep Learning
(9)
Machine Learning
(8)
Core Methods
(6)
Artificial Intelligence
(5)
Learning Types Β· Machine Learning
(5)
Processing
(5)
Architectures
(4)
Core AI
(4)
Generation
(4)
Learning Types Β· Deep Learning
(2)
Models
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Keywords
convolutional neural network
(4)
3d reconstruction
(3)
shape estimation
(3)
lighting estimation
(2)
pose estimation
(2)
intrinsic image decomposition
(2)
recursive neural network
(2)
surface normal estimation
(2)
surface normal
(2)
inverse rendering
(2)
generative adversarial network
(2)
physically-based rendering
(2)
albedo estimation
(2)
structure from motion
(1)
scene parsing
(1)
computer vision
(1)
depth estimation
(1)
geometry estimation
(1)
adversarial learning
(1)
weakly supervised learning
(1)
Papers
Rethinking Score Distillation as a Bridge Between Image Distributions
NeurIPS 2024
Fast Light-Weight Near-Field Photometric Stereo
CVPR 2022
Shape and Material Capture at Home
CVPR 2021
Deep Single-Image Portrait Relighting
ICCV 2019
GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition
ICCV 2019
Neural Inverse Rendering of an Indoor Scene From a Single Image
ICCV 2019
End-to-End Recovery of Human Shape and Pose
CVPR 2018
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces
CVPR 2018
SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'
CVPR 2018
3D Menagerie: Modeling the 3D Shape and Pose of Animals
CVPR 2017
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery
CVPR 2017
Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing
CVPR 2017
WarpNet: Weakly Supervised Matching for Single-View Reconstruction
CVPR 2016
Deep Hierarchical Parsing for Semantic Segmentation
CVPR 2015
Birdsnap: Large-scale Fine-grained Visual Categorization of Birds
CVPR 2014