Tobias Ritschel
16 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(92)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β
The Questioner
Top co-authors
Research topics
Deep Learning
(10)
Computer Vision
(8)
Machine Learning
(7)
Generation
(6)
Analysis
(5)
Architectures
(4)
Models
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Applications
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Keywords
differentiable rendering
(5)
3d reconstruction
(3)
unsupervised learning
(3)
reflectance map
(2)
3d vision
(2)
generative model
(2)
inverse rendering
(2)
video generation
(1)
implicit representation
(1)
appearance modeling
(1)
neural rendering
(1)
deep learning
(1)
image denoising
(1)
texture synthesis
(1)
geometric deep learning
(1)
gradient-based optimization
(1)
gradient optimization
(1)
noise modeling
(1)
optical flow
(1)
monte carlo estimation
(1)
Papers
Generative Video Bi-flow
ICCV 2025
Stochastic Gradient Estimation for Higher-Order Differentiable Rendering
ICCV 2025
NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
CVPR 2024
Plateau-Reduced Differentiable Path Tracing
CVPR 2023
Clean Implicit 3D Structure From Noisy 2D STEM Images
CVPR 2022
Variance-Aware Weight Initialization for Point Convolutional Neural Networks
ECCV 2022
Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures
ICLR 2021
Unsupervised Learning of 3D Object Categories From Videos in the Wild
CVPR 2021
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss
ECCV 2020
Learning a Neural 3D Texture Space From 2D Exemplars
CVPR 2020
Deep Appearance Maps
ICCV 2019
Escaping Plato's Cave: 3D Shape From Adversarial Rendering
ICCV 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning
ICCV 2019
What Is Around the Camera?
ICCV 2017
Deep Reflectance Maps
CVPR 2016
Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models
CVPR 2014