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Institute of Visual Computing Overview of papers February 17, 2020 Zhaopeng Cui

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Page 1: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Overview of papers

February 17, 2020

Zhaopeng Cui

Page 2: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Access to papers

Link to pdfs online

Should be openly accessible

Page 3: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Choose 5 papers (1+2 will be assigned)

Please rank five papers according to the priority in the Moodle

course until the end of Feb. 21 (Friday).

Page 4: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Choose 5 papers (1+2 will be assigned)

Please rank five papers according to the priority in the Moodle

course until the end of Feb. 21 (Friday).

•#17 04.05. Mask R-CNN

•#04 09.03. U-Net: Convolutional Networks for Biomedical Image Segmentation

•#03 02.03. ImageNet Classification with Deep Convolutional Neural Networks

•#05 09.03. Deep residual learning for image recognition

•#09 23.03. Visualizing and Understanding Convolutional Networks

Page 5: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 01

Page 6: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 02

Page 7: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 03

Page 8: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 04

Page 9: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 05

Page 10: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 06

Page 11: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 07

Page 12: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 08

Page 13: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Pape 09

Page 14: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 10

Page 15: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 11

Page 16: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 12

Page 17: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 13

Page 18: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 14

Page 19: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 15

Page 20: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 16

(failure case )

Page 21: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 17

Page 22: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 18

Page 23: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 19

Page 24: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 20

Page 25: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 21

Page 26: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 22

Page 27: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 23

Page 28: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

Paper 24

Page 29: Overview of papers · Overview of papers February 17, 2020 Zhaopeng Cui. ... Deep residual learning for image recognition •#09 23.03. Visualizing and Understanding Convolutional

Institute of Visual Computing

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