Volker Fischer

verfied profile

∙ 0 followers
Bosch

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks

We introduce the SE(3)-Transformer, a variant of the self-attention modu...
06/18/2020 ∙ by Fabian B. Fuchs, et al. ∙ 0 ∙ share

read it
Group Pruning using a Bounded-Lp norm for Group Gating and Regularization

Deep neural networks achieve state-of-the-art results on several tasks w...
08/09/2019 ∙ by Chaithanya Kumar Mummadi, et al. ∙ 0 ∙ share

read it
Grid Saliency for Context Explanations of Semantic Segmentation

Recently, there has been a growing interest in developing saliency metho...
07/30/2019 ∙ by Lukas Hoyer, et al. ∙ 5 ∙ share

read it
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids

An environment representation (ER) is a substantial part of every autono...
03/21/2019 ∙ by Lukas Hoyer, et al. ∙ 4 ∙ share

read it
Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation

The performance of autonomous systems heavily relies on their ability to...
10/09/2018 ∙ by Jörg Wagner, et al. ∙ 2 ∙ share

read it
Hierarchical Recurrent Filtering for Fully Convolutional DenseNets

Generating a robust representation of the environment is a crucial abili...
10/05/2018 ∙ by Jörg Wagner, et al. ∙ 0 ∙ share

read it
The streaming rollout of deep networks - towards fully model-parallel execution

Deep neural networks, and in particular recurrent networks, are promisin...
06/13/2018 ∙ by Volker Fischer, et al. ∙ 0 ∙ share

read it
Universal Adversarial Perturbations Against Semantic Image Segmentation

While deep learning is remarkably successful on perceptual tasks, it was...
04/19/2017 ∙ by Jan-Hendrik Metzen, et al. ∙ 0 ∙ share

read it
Adversarial Examples for Semantic Image Segmentation

Machine learning methods in general and Deep Neural Networks in particul...
03/03/2017 ∙ by Volker Fischer, et al. ∙ 0 ∙ share

read it
On Detecting Adversarial Perturbations

Machine learning and deep learning in particular has advanced tremendous...
02/14/2017 ∙ by Jan-Hendrik Metzen, et al. ∙ 0 ∙ share

read it

Volker Fischer

Featured Co-authors

Max Welling

Sven Behnke

Thomas Brox

Dan Zhang

Jan-Hendrik Metzen

Anna Khoreva

Daniel E. Worrall

Tim Genewein

Michael Herman

Fabian B. Fuchs

Jörg Wagner

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks

Group Pruning using a Bounded-Lp norm for Group Gating and Regularization

Grid Saliency for Context Explanations of Semantic Segmentation

Short-Term Prediction and Multi-Camera Fusion on Semantic Grids

Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation

Hierarchical Recurrent Filtering for Fully Convolutional DenseNets

The streaming rollout of deep networks - towards fully model-parallel execution

Universal Adversarial Perturbations Against Semantic Image Segmentation

Adversarial Examples for Semantic Image Segmentation

On Detecting Adversarial Perturbations