Dan Rosenbaum
9 papers · 2013–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Deep Learning
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Core Methods
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Models
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Analysis
(2)
Architectures
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Optimization & Theory
(2)
Processing
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Interdisciplinary
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Cognitive Science
(1)
Keywords
function approximation
(2)
novel view synthesis
(2)
neural radiance field
(2)
gaussian mixture model
(2)
image restoration
(1)
computer vision
(1)
3d reconstruction
(1)
natural image statistics
(1)
variational inference
(1)
motion estimation
(1)
attention mechanism
(1)
sample complexity
(1)
continuous optimization
(1)
mechanism design
(1)
matrix approximation
(1)
feature selection
(1)
discriminative training
(1)
matrix completion
(1)
gaussian process
(1)
subspace learning
(1)
Papers
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration
ECCV 2024
SeaThru-NeRF: Neural Radiance Fields in Scattering Media
CVPR 2023
From data to functa: Your data point is a function and you can treat it like one
ICML 2022
A Neural Network Auction For Group Decision Making Over a Continuous Space
IJCAI 2021
Attentive Neural Processes
ICLR 2019
Conditional Neural Processes
ICML 2018
Subspace Learning with Partial Information
JMLR 2016
The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors
NeurIPS 2015
Learning the Local Statistics of Optical Flow
NeurIPS 2013