← Authors

Tobias Ritschel

16 papers · 2014–2025 · 4 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (25) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (11) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (83) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (16)

Conferences

CVPR (7) ICCV (6) ECCV (2) ICLR (1)

Top co-authors

Mario Fritz (4) Pedro Hermosilla (4) Timo Ropinski (4) Philipp Henzler (3) Konstantinos Rematas (3) Michael Fischer (3) Tinne Tuytelaars (3) Niloy J. Mitra (2) Tim Bergner (1) Kavitha Shaga Devan (1)

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) deep learning (1) appearance modeling (1) implicit representation (1) image denoising (1) texture synthesis (1) monte carlo estimation (1) neural rendering (1) gradient-based optimization (1) conjugate gradient (1) optical flow (1) electron microscopy (1) gradient optimization (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
Variance-Aware Weight Initialization for Point Convolutional Neural Networks ECCV 2022
Clean Implicit 3D Structure From Noisy 2D STEM Images CVPR 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
Learning a Neural 3D Texture Space From 2D Exemplars CVPR 2020
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss ECCV 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