Alexander S. Ecker

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Universität Tübingen

Closing the Generalization Gap in One-Shot Object Detection

Despite substantial progress in object detection and few-shot learning, ...
11/09/2020 ∙ by Claudio Michaelis, et al. ∙ 0 ∙ share

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Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences

Perceiving the world in terms of objects is a crucial prerequisite for r...
06/12/2020 ∙ by Marissa A. Weis, et al. ∙ 14 ∙ share

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Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

The ability to detect objects regardless of image distortions or weather...
07/17/2019 ∙ by Claudio Michaelis, et al. ∙ 4 ∙ share

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One-Shot Instance Segmentation

We tackle one-shot visual search by example for arbitrary object categor...
11/28/2018 ∙ by Claudio Michaelis, et al. ∙ 16 ∙ share

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A rotation-equivariant convolutional neural network model of primary visual cortex

Classical models describe primary visual cortex (V1) as a filter bank of...
09/27/2018 ∙ by Alexander S. Ecker, et al. ∙ 6 ∙ share

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Diverse feature visualizations reveal invariances in early layers of deep neural networks

Visualizing features in deep neural networks (DNNs) can help understandi...
07/27/2018 ∙ by Santiago A. Cadena, et al. ∙ 2 ∙ share

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One-Shot Segmentation in Clutter

We tackle the problem of one-shot segmentation: finding and segmenting a...
03/26/2018 ∙ by Claudio Michaelis, et al. ∙ 0 ∙ share

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Neural system identification for large populations separating "what" and "where"

Neuroscientists classify neurons into different types that perform simil...
11/07/2017 ∙ by David A. Klindt, et al. ∙ 0 ∙ share

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Synthesising Dynamic Textures using Convolutional Neural Networks

Here we present a parametric model for dynamic textures. The model is ba...
02/22/2017 ∙ by Christina M. Funke, et al. ∙ 0 ∙ share

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Controlling Perceptual Factors in Neural Style Transfer

Neural Style Transfer has shown very exciting results enabling new forms...
11/23/2016 ∙ by Leon A. Gatys, et al. ∙ 0 ∙ share

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A Neural Algorithm of Artistic Style

In fine art, especially painting, humans have mastered the skill to crea...
08/26/2015 ∙ by Leon A. Gatys, et al. ∙ 0 ∙ share

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Texture Synthesis Using Convolutional Neural Networks

Here we introduce a new model of natural textures based on the feature s...
05/27/2015 ∙ by Leon A. Gatys, et al. ∙ 0 ∙ share

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Alexander S. Ecker

Featured Co-authors

Matthias Bethge

Andreas Geiger

Eli Shechtman

Wieland Brendel

Aaron Hertzmann

Yash Sharma

Kashyap Chitta

Leon A. Gatys

Ivan Ustyuzhaninov

Claudio Michaelis

Robert Geirhos

Closing the Generalization Gap in One-Shot Object Detection

Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences

Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

One-Shot Instance Segmentation

A rotation-equivariant convolutional neural network model of primary visual cortex

Diverse feature visualizations reveal invariances in early layers of deep neural networks

One-Shot Segmentation in Clutter

Neural system identification for large populations separating "what" and "where"

Synthesising Dynamic Textures using Convolutional Neural Networks

Controlling Perceptual Factors in Neural Style Transfer

A Neural Algorithm of Artistic Style

Texture Synthesis Using Convolutional Neural Networks