ML Anthology

Deussen, Oliver

15 publications

NeurIPS 2024 Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms Felix Petersen, Christian Borgelt, Tobias Sutter, Hilde Kuehne, Oliver Deussen, Stefano Ermon
ICLR 2024 Uncertainty Quantification via Stable Distribution Propagation Felix Petersen, Aashwin Ananda Mishra, Hilde Kuehne, Christian Borgelt, Oliver Deussen, Mikhail Yurochkin
ICLR 2023 ISAAC Newton: Input-Based Approximate Curvature for Newton's Method Felix Petersen, Tobias Sutter, Christian Borgelt, Dongsung Huh, Hilde Kuehne, Yuekai Sun, Oliver Deussen
NeurIPS 2022 Deep Differentiable Logic Gate Networks Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
ICML 2022 Differentiable Top-K Classification Learning Felix Petersen, Hilde Kuehne, Christian Borgelt, Oliver Deussen
CVPR 2022 GenDR: A Generalized Differentiable Renderer Felix Petersen, Bastian Goldluecke, Christian Borgelt, Oliver Deussen
ICLR 2022 Monotonic Differentiable Sorting Networks Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
WACV 2022 Style Agnostic 3D Reconstruction via Adversarial Style Transfer Felix Petersen, Bastian Goldluecke, Oliver Deussen, Hilde Kuehne
ICML 2021 Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
NeurIPS 2021 Learning with Algorithmic Supervision via Continuous Relaxations Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
NeurIPSW 2019 $C^\infty$ Smooth Algorithmic Neural Networks for Solving Inverse Problems Felix Petersen, Christian Borgelt, Oliver Deussen
Distill 2019 A Visual Exploration of Gaussian Processes Jochen Görtler, Rebecca Kehlbeck, Oliver Deussen
ECCVW 2018 Estimating 2D Multi-Hand Poses from Single Depth Images Le Duan, Minmin Shen, Song Cui, Zhexiao Guo, Oliver Deussen
ECCV 2016 Single-Image Insect Pose Estimation by Graph Based Geometric Models and Random Forests Minmin Shen, Le Duan, Oliver Deussen
ECCVW 2016 Single-Image Insect Pose Estimation by Graph Based Geometric Models and Random Forests Minmin Shen, Le Duan, Oliver Deussen