CS4240 Deep Learning 2020-2021

Poster session

8:45 - 12:45, Thursday 15 April 2021

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RP Group 2

On the Impact of Illumination-Invariant Image Pre-transformation for Contemporary Automotive Semantic Scene Understanding

Poster Paper Code
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RP Group 3

Deep Fruit Detection in Orchards

Poster Paper Code
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RP Group 7

Deep Learning-Based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

Poster Paper
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RP Group 9

TransUnet: Transformers Make Strong Encoders for Medical Image Segmentation

Paper Blog
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RP Group 14

A Deep Learning-based Radar and Camera Sensor Fusion Architecture for Object Detection

Poster Paper Code
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RP Group 19

Deep Learning-Based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

Paper Blog
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RP Group 20

Deep Fruit Detection in Orchards

Poster Paper Code
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RP Group 21

Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations

Poster Paper Code
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RP Group 23

Deep Fruit detection in Orchards

Poster Paper Code
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RP Group 25

Removing sensitive information from panoramic imagery

Poster Paper
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RP Group 27

Optimal Textures

Poster
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RP Group 29

Invariant Information Clustering for Unsupervised Image Classification and Segmentation.

Poster Paper Code
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RP Group 31

W-Net: A Deep Model for Fully Unsupervised Image Segmentation

Poster Paper Code
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RP Group 33

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Poster Paper Code
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RP Group 34

Poster Paper Code
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RP Group 38

Semi-Supervised Learning with Deep Generative Models

Poster Paper
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RP Group 39

Influence-aware Memory Architectures for Deep Reinforcement Learning

Poster Paper Code
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RP Group 43

Poster Paper
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RP Group 44

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Poster Paper Code
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RP Group 46

Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network

Poster Paper Code
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RP Group 47

Poster
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RP Group 49

Influence-aware Memory Architectures for Deep Reinforcement Learning

Poster Paper Code Blog
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RP Group 60

LambdaNetworks: Modeling Long-Range Interactions Without Attention

Poster Paper Code
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RP Group 61

Removing sensitive information from panoramic imagery

Poster Paper
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RP Group 62

Deep Fruit Detection in Orchards

Poster Poster Paper Code
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RP Group 65

Semi-Supervised Learning with Deep Generative Models

Poster Paper Code
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RP Group 66

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations.

Poster Paper Code Blog
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RP Group 73

Learning to learn by gradient descent by gradient descent

Poster Poster Paper Code Blog
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RP Group 74

Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network

Poster Paper Code
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RP Group 77

Rethinking Attention with Performers

Poster Paper Code
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RP Group 78

Influence-aware Memory Architectures for Deep Reinforcement Learning

Poster Paper
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RP Group 81

Learning to learn by gradient descent by gradient descent

Poster Paper Code
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RP Group 85

Poster
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RP Group 88

Non-Lossy Ground Truth Comparison via Convolutional Auto-Encoders for Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations

Poster Paper Blog Code
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RP Group 89

Hierarchical Image Classification using Entailment Cone Embeddings

Poster Paper Code
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RP Group 92

Deep learning enables fast and dense single-molecule localization with high accuracy

Paper Code
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RP Group 96

Spatially-sparse convolutional neural networks

Poster Poster Paper
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RP Group 100

Poster
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RP Group 101

Learning to learn by gradient descent by gradient descent

Paper
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RP Group 102

Learning to Learn by Gradient Descent by Gradient Descent - Andyrchowicz et al

Poster Paper
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RP Group 103

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Poster Paper Code
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RP Group 104

Hierarchical Image Classification using Entailment Cone Embeddings

Poster Paper Code
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RP Group 110

Spatially-sparse convolutional neural networks

Poster Paper
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RP Group 111

Scale-Equivariant Steerable Networks

Poster Paper Code
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RP Group 119

Adapting Neural Networks for the Estimation of Treatment Effects

Poster Code
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RP Group 121

Poster
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RP Group 125

W-Net: A Deep Model for Fully Unsupervised Image Segmentation

Poster Paper Code
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RP Group 130

Paper name: Scale-Equivariant Steerable Networks

Poster Paper Code
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RP Group 150

Deep Fruit Detection in Orchards

Poster Paper