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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017 — accepted papers

IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017 is the 2017 edition of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 789 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**789** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/#works) · [**7,873** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Densely Connected Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2017.243)**Gao Ming Huang, Zhuang Liu, Laurens van der Maaten et al.*45,633 citations*
2. **[Feature Pyramid Networks for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.106)**Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al.*29,030 citations*
3. **[Image-to-Image Translation with Conditional Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.632)**Phillip Isola, Jun-Yan Zhu, Tinghui Zhou et al.*21,664 citations*
4. **[Xception: Deep Learning with Depthwise Separable Convolutions ↗](https://doi.org/10.1109/cvpr.2017.195)**Francois Chollet*19,176 citations*
5. **[YOLO9000: Better, Faster, Stronger ↗](https://doi.org/10.1109/cvpr.2017.690)**Joseph Redmon, Ali Farhadi*18,937 citations*
6. **[Pyramid Scene Parsing Network ↗](https://doi.org/10.1109/cvpr.2017.660)**Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al.*15,307 citations*
7. **[Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network ↗](https://doi.org/10.1109/cvpr.2017.19)**Christian Ledig, Lucas Theis, Ferenc Huszár et al.*12,119 citations*
8. **[Aggregated Residual Transformations for Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.634)**Saining Xie, Ross Girshick, Piotr Dollár et al.*11,765 citations*
9. **[Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset ↗](https://doi.org/10.1109/cvpr.2017.502)**João Carreira, Andrew Zisserman*9,242 citations*
10. **[PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation ↗](https://doi.org/10.1109/cvpr.2017.16)**Raffaelli Charles, Hao Su, Kaichun Mo et al.*9,237 citations*

## All accepted papers (789)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[Densely Connected Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2017.243)**Gao Ming Huang, Zhuang Liu, Laurens van der Maaten et al.*45,633 citations*
2. **[Feature Pyramid Networks for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.106)**Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al.*29,030 citations*
3. **[Image-to-Image Translation with Conditional Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.632)**Phillip Isola, Jun-Yan Zhu, Tinghui Zhou et al.*21,664 citations*
4. **[Xception: Deep Learning with Depthwise Separable Convolutions ↗](https://doi.org/10.1109/cvpr.2017.195)**Francois Chollet*19,176 citations*
5. **[YOLO9000: Better, Faster, Stronger ↗](https://doi.org/10.1109/cvpr.2017.690)**Joseph Redmon, Ali Farhadi*18,937 citations*
6. **[Pyramid Scene Parsing Network ↗](https://doi.org/10.1109/cvpr.2017.660)**Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al.*15,307 citations*
7. **[Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network ↗](https://doi.org/10.1109/cvpr.2017.19)**Christian Ledig, Lucas Theis, Ferenc Huszár et al.*12,119 citations*
8. **[Aggregated Residual Transformations for Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.634)**Saining Xie, Ross Girshick, Piotr Dollár et al.*11,765 citations*
9. **[Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset ↗](https://doi.org/10.1109/cvpr.2017.502)**João Carreira, Andrew Zisserman*9,242 citations*
10. **[PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation ↗](https://doi.org/10.1109/cvpr.2017.16)**Raffaelli Charles, Hao Su, Kaichun Mo et al.*9,237 citations*
11. **[Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields ↗](https://doi.org/10.1109/cvpr.2017.143)**Zhe Cao, Tomas Simon, Shih-En Wei et al.*7,278 citations*
12. **[Adversarial Discriminative Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.316)**Eric Tzeng, Judy Hoffman, Kate Saenko et al.*4,808 citations*
13. **[ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes ↗](https://doi.org/10.1109/cvpr.2017.261)**Angela Dai, Angel X. Chang, Manolis Savva et al.*4,162 citations*
14. **[Residual Attention Network for Image Classification ↗](https://doi.org/10.1109/cvpr.2017.683)**Fei Wang, Mengqing Jiang, Chen Qian et al.*3,863 citations*
15. **[iCaRL: Incremental Classifier and Representation Learning ↗](https://doi.org/10.1109/cvpr.2017.587)**Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl et al.*3,784 citations*
16. **[ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases ↗](https://doi.org/10.1109/cvpr.2017.369)**Xiaosong Wang, Yifan Peng, Le Lu et al.*3,531 citations*
17. **[Multi-view 3D Object Detection Network for Autonomous Driving ↗](https://doi.org/10.1109/cvpr.2017.691)**Xiaozhi Chen, Huimin Ma, Ji Wan et al.*3,340 citations*
18. **[Unsupervised Monocular Depth Estimation with Left-Right Consistency ↗](https://doi.org/10.1109/cvpr.2017.699)**Clément Godard, Oisin Mac Aodha, Gabriel Brostow*3,168 citations*
19. **[FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks ↗](https://doi.org/10.1109/cvpr.2017.179)**Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia et al.*3,152 citations*
20. **[Scene Parsing through ADE20K Dataset ↗](https://doi.org/10.1109/cvpr.2017.544)**Bolei Zhou, Hang Zhao, Xavier Puig et al.*3,152 citations*
21. **[RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.549)**Guosheng Lin, Anton Milan, Chunhua Shen et al.*3,140 citations*
22. **[SphereFace: Deep Hypersphere Embedding for Face Recognition ↗](https://doi.org/10.1109/cvpr.2017.713)**Weiyang Liu, Yandong Wen, Zhiding Yu et al.*3,025 citations*
23. **[Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution ↗](https://doi.org/10.1109/cvpr.2017.618)**Wei‐Sheng Lai, Jia‐Bin Huang, Narendra Ahuja et al.*2,976 citations*
24. **[Unsupervised Learning of Depth and Ego-Motion from Video ↗](https://doi.org/10.1109/cvpr.2017.700)**Tinghui Zhou, Matthew Brown, Noah Snavely et al.*2,829 citations*
25. **[ECO: Efficient Convolution Operators for Tracking ↗](https://doi.org/10.1109/cvpr.2017.733)**Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al.*2,708 citations*

[See all 789 papers in IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/papers/)

## Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[Learning Transferable Architectures for Scalable Image Recognition](https://md.research.elamur.ai/free/en/papers/zoph-2017-learning-transferable-architectures-scalable-image/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Barret Zoph, Vijay Vasudevan, Jonathon Shlens, et al.*2017 · 6,521 citations*
2. **[Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments](https://md.research.elamur.ai/free/en/papers/anderson-2017-vision-language-navigation-interpreting-visually/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Peter Anderson, Qi Wu, Damien Teney, et al.*2017 · 1,352 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Engineering (1)](https://md.research.elamur.ai/free/en/shelves/engineering/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Barret Zoph**1 work here · 6,521 citations](https://md.research.elamur.ai/free/en/authors/barret-zoph/) · [🧑‍🔬**Jonathon Shlens**1 work here · 6,521 citations](https://md.research.elamur.ai/free/en/authors/jonathon-shlens/) · [🧑‍🔬**Quoc V. Le**1 work here · 6,521 citations](https://md.research.elamur.ai/free/en/authors/quoc-v-le/) · [🧑‍🔬**Vijay Vasudevan**1 work here · 6,521 citations](https://md.research.elamur.ai/free/en/authors/vijay-vasudevan/) · [🧑‍🔬**Ian Reid**1 work here · 1,352 citations](https://md.research.elamur.ai/free/en/authors/ian-reid/) · [🧑‍🔬**Mark Johnson**1 work here · 1,352 citations](https://md.research.elamur.ai/free/en/authors/mark-johnson/) · [🧑‍🔬**Peter Anderson**1 work here · 1,352 citations](https://md.research.elamur.ai/free/en/authors/peter-anderson/) · [🧑‍🔬**Stephen Gould**1 work here · 1,352 citations](https://md.research.elamur.ai/free/en/authors/stephen-gould/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Australian National University** Canberra · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Queensland University of Technology** Brisbane · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/queensland-university-of-technology/) · [🎓**Macquarie University** Sydney · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/macquarie-university/)

works and citations from OpenAlex and our library.

- [← previous IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2016](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2016/)
- [next → IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2019/)
- [↑ back to IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)