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EML System Description for VoxCeleb Speaker Diarization Challenge 2020
This technical report describes the EML submission to the first VoxCeleb...
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SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks
We introduce the SE(3)-Transformer, a variant of the self-attention modu...
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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...
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Grid Saliency for Context Explanations of Semantic Segmentation
Recently, there has been a growing interest in developing saliency metho...
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Short-Term Prediction and Multi-Camera Fusion on Semantic Grids
An environment representation (ER) is a substantial part of every autono...
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Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation
The performance of autonomous systems heavily relies on their ability to...
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Hierarchical Recurrent Filtering for Fully Convolutional DenseNets
Generating a robust representation of the environment is a crucial abili...
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The streaming rollout of deep networks - towards fully model-parallel execution
Deep neural networks, and in particular recurrent networks, are promisin...
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Universal Adversarial Perturbations Against Semantic Image Segmentation
While deep learning is remarkably successful on perceptual tasks, it was...
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Adversarial Examples for Semantic Image Segmentation
Machine learning methods in general and Deep Neural Networks in particul...
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On Detecting Adversarial Perturbations
Machine learning and deep learning in particular has advanced tremendous...
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