![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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/1.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/2.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/3.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/4.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/5.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/6.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/7.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/8.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/9.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/10.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/11.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/12.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/13.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/14.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/15.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/16.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/17.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/18.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/19.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/20.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/21.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/22.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/23.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/24.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/25.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/26.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/27.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/28.jpg)
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](https://reader034.vdocuments.us/reader034/viewer/2022050502/5f94c1a9c92b444ea8626344/html5/thumbnails/29.jpg)
Institute of Visual Computing
Schedule Change