Matthias Grundmann
5 papers · 2013–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
CVPR (3)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
semi-supervised learning
(1)
image generation
(1)
scene understanding
(1)
video segmentation
(1)
3d vision
(1)
video understanding
(1)
iterative refinement
(1)
3d object detection
(1)
generative model
(1)
marginal distribution
(1)
benchmark dataset
(1)
foundation model
(1)
denoising diffusion
(1)
novel view synthesis
(1)
denoising diffusion model
(1)
face restoration
(1)
view synthesis
(1)
implicit model
(1)
proximal update
(1)
Papers
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
CVPR 2024
Semi-Implicit Denoising Diffusion Models (SIDDMs)
NIPS 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
ICCV 2023
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations
CVPR 2021
Geometric Context from Videos
CVPR 2013