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Institute of Visual Computing Overview of papers 18 February 2018 Zhaopeng Cui

Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

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Page 1: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Overview of papers

18 February 2018

Zhaopeng Cui

Page 2: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Access to papers

▪Link to pdfs online

▪Should be openly accessible

Page 3: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

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. 19 (Tuesday).

Page 4: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

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. 19 (Tuesday).

•#05 11.03. ImageNet Classification with Deep Convolutional Neural Networks

•#06 11.03. Going Deeper with Convolutions

•#01 25.02. ImageNet: A Large-Scale Hierarchical Image Database

•#15 29.04. Mask R-CNN

•#07 18.03. Deep residual learning for image recognition

Page 5: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 01

Page 6: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 02

Page 7: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 03

Page 8: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 04

Page 9: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 05

Page 10: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 06

Page 11: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 07

Page 12: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 08

Page 13: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 09

Page 14: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 10

Page 15: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 11

Page 16: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 12

Page 17: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 13

Page 18: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 14

Page 19: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 15

Page 20: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 16

Page 21: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 17

Page 22: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 18

Page 23: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 19

(failure case ☺ )

Page 24: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 20

Page 25: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 21

Page 26: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 22

Page 27: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 23

Page 28: Overview of papers - CVG @ ETHZ · Overview of papers 18 February 2018 Zhaopeng Cui. ... Deep residual learning for image recognition. Institute of Visual Computing Paper 01. Institute

Institute of Visual Computing

Paper 24