Marcus A. Brubaker
19 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(93)
Top co-authors
Research topics
Computer Vision
(12)
Machine Learning
(10)
Deep Learning
(9)
Models
(7)
Processing
(7)
Analysis
(4)
Core Methods
(4)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Healthcare & Medicine
(2)
Mathematics & Optimization
(2)
Keywords
noise modeling
(3)
normalizing flow
(3)
image generation
(3)
3d reconstruction
(3)
stochastic gradient descent
(2)
image denoising
(2)
neural radiance field
(2)
unsupervised learning
(2)
molecular structure
(2)
camera noise
(2)
optical flow
(2)
autoregressive generation
(1)
approximate inference
(1)
depth estimation
(1)
style transfer
(1)
human perception
(1)
stochastic optimization
(1)
density estimation
(1)
adversarial training
(1)
pose estimation
(1)
Papers
Efficient Neural Network Encoding for 3D Color Lookup Tables
AAAI 2025
RoMo: Robust Motion Segmentation Improves Structure from Motion
ICCV 2025
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
NeurIPS 2024
PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis
ECCV 2024
Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models
ICCV 2023
Reference-guided Controllable Inpainting of Neural Radiance Fields
ICCV 2023
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
CVPR 2023
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals
AISTATS 2022
Auto White-Balance Correction for Mixed-Illuminant Scenes
WACV 2022
Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata
CVPR 2022
Modeling sRGB Camera Noise With Normalizing Flows
CVPR 2022
Neural Image Representations for Multi-Image Fusion and Layer Separation
ECCV 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling Without Clean Images
CVPR 2022
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms
CVPR 2021
Noise Flow: Noise Modeling With Conditional Normalizing Flows
ICCV 2019
On the Effectiveness of Low Frequency Perturbations
IJCAI 2019
Two-Stream Convolutional Networks for Dynamic Texture Synthesis
CVPR 2018
Building Proteins in a Day: Efficient 3D Molecular Reconstruction
CVPR 2015
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization
CVPR 2013