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06/17/2022
The Sensorium competition on predicting large-scale mouse primary visual cortex activity
The neural underpinning of the biological visual system is challenging t...
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12/23/2021
Self-supervised Representation Learning of Neuronal Morphologies
Understanding the diversity of cell types and their function in the brai...
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12/18/2021
Prompt-Based Multi-Modal Image Segmentation
Image segmentation is usually addressed by training a model for a fixed ...
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11/09/2020
Closing the Generalization Gap in One-Shot Object Detection
Despite substantial progress in object detection and few-shot learning, ...
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06/12/2020
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences
Perceiving the world in terms of objects is a crucial prerequisite for r...
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07/17/2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
The ability to detect objects regardless of image distortions or weather...
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11/28/2018
One-Shot Instance Segmentation
We tackle one-shot visual search by example for arbitrary object categor...
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09/27/2018
A rotation-equivariant convolutional neural network model of primary visual cortex
Classical models describe primary visual cortex (V1) as a filter bank of...
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07/27/2018
Diverse feature visualizations reveal invariances in early layers of deep neural networks
Visualizing features in deep neural networks (DNNs) can help understandi...
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03/26/2018
One-Shot Segmentation in Clutter
We tackle the problem of one-shot segmentation: finding and segmenting a...
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11/07/2017
Neural system identification for large populations separating "what" and "where"
Neuroscientists classify neurons into different types that perform simil...
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02/22/2017
Synthesising Dynamic Textures using Convolutional Neural Networks
Here we present a parametric model for dynamic textures. The model is ba...
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11/23/2016
Controlling Perceptual Factors in Neural Style Transfer
Neural Style Transfer has shown very exciting results enabling new forms...
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08/26/2015
A Neural Algorithm of Artistic Style
In fine art, especially painting, humans have mastered the skill to crea...
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05/27/2015