---
title: "ICCV 2017 — accepted papers — Elamur Research"
description: "ICCV 2017 — accepted papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/2017/"
---
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# ICCV 2017 — accepted papers

ICCV 2017 is the 2017 edition of the IEEE International Conference on Computer Vision (ICCV). OpenAlex lists 629 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.

[**629** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/2017/#works) · [**3,069** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/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. **[Mask R-CNN ↗](https://doi.org/10.1109/iccv.2017.322)**Kaiming He, Georgia Gkioxari, Piotr Dollár et al.*29,001 citations*
2. **[Focal Loss for Dense Object Detection ↗](https://doi.org/10.1109/iccv.2017.324)**Tsung-Yi Lin, Priya Goyal, Ross Girshick et al.*27,048 citations*
3. **[Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization ↗](https://doi.org/10.1109/iccv.2017.74)**Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al.*22,783 citations*
4. **[Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.244)**Jun-Yan Zhu, Taesung Park, Phillip Isola et al.*22,490 citations*
5. **[Deformable Convolutional Networks ↗](https://doi.org/10.1109/iccv.2017.89)**Jifeng Dai, Haozhi Qi, Yuwen Xiong et al.*7,148 citations*
6. **[Least Squares Generative Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.304)**Xudong Mao, Qing Li, Haoran Xie et al.*5,120 citations*
7. **[Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization ↗](https://doi.org/10.1109/iccv.2017.167)**Xun Huang, Serge Belongie*4,869 citations*
8. **[StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.629)**Han Zhang, Tao Xu, Hongsheng Li et al.*2,858 citations*
9. **[Learning Efficient Convolutional Networks through Network Slimming ↗](https://doi.org/10.1109/iccv.2017.298)**Zhuang Liu, Jianguo Li, Zhiqiang Shen et al.*2,654 citations*
10. **[Channel Pruning for Accelerating Very Deep Neural Networks ↗](https://doi.org/10.1109/iccv.2017.155)**Yihui He, Xiangyu Zhang, Jian Zhong Sun*2,550 citations*

## All accepted papers (629)

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

1. **[Mask R-CNN ↗](https://doi.org/10.1109/iccv.2017.322)**Kaiming He, Georgia Gkioxari, Piotr Dollár et al.*29,001 citations*
2. **[Focal Loss for Dense Object Detection ↗](https://doi.org/10.1109/iccv.2017.324)**Tsung-Yi Lin, Priya Goyal, Ross Girshick et al.*27,048 citations*
3. **[Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization ↗](https://doi.org/10.1109/iccv.2017.74)**Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al.*22,783 citations*
4. **[Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.244)**Jun-Yan Zhu, Taesung Park, Phillip Isola et al.*22,490 citations*
5. **[Deformable Convolutional Networks ↗](https://doi.org/10.1109/iccv.2017.89)**Jifeng Dai, Haozhi Qi, Yuwen Xiong et al.*7,148 citations*
6. **[Least Squares Generative Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.304)**Xudong Mao, Qing Li, Haoran Xie et al.*5,120 citations*
7. **[Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization ↗](https://doi.org/10.1109/iccv.2017.167)**Xun Huang, Serge Belongie*4,869 citations*
8. **[StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks ↗](https://doi.org/10.1109/iccv.2017.629)**Han Zhang, Tao Xu, Hongsheng Li et al.*2,858 citations*
9. **[Learning Efficient Convolutional Networks through Network Slimming ↗](https://doi.org/10.1109/iccv.2017.298)**Zhuang Liu, Jianguo Li, Zhiqiang Shen et al.*2,654 citations*
10. **[Channel Pruning for Accelerating Very Deep Neural Networks ↗](https://doi.org/10.1109/iccv.2017.155)**Yihui He, Xiangyu Zhang, Jian Zhong Sun*2,550 citations*
11. **[Revisiting Unreasonable Effectiveness of Data in Deep Learning Era](https://md.research.elamur.ai/free/en/papers/sun-2017-revisiting-unreasonable-effectiveness-data-deep/)**Chen Sun, Abhinav Shrivastava, Saurabh Singh et al.*2,378 citations · our summary*
12. **[AOD-Net: All-in-One Dehazing Network ↗](https://doi.org/10.1109/iccv.2017.511)**Boyi Li, Xiulian Peng, Zhangyang Wang et al.*2,342 citations*
13. **[Soft-NMS — Improving Object Detection with One Line of Code ↗](https://doi.org/10.1109/iccv.2017.593)**Navaneeth Bodla, Bharat Singh, Rama Chellappa et al.*2,137 citations*
14. **[DualGAN: Unsupervised Dual Learning for Image-to-Image Translation ↗](https://doi.org/10.1109/iccv.2017.310)**Zili Yi, Hao Zhang, Ping Tan et al.*2,134 citations*
15. **[Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro ↗](https://doi.org/10.1109/iccv.2017.405)**Zhedong Zheng, Liang Zheng, Yi Ping Yang*1,984 citations*
16. **[Structure-Measure: A New Way to Evaluate Foreground Maps ↗](https://doi.org/10.1109/iccv.2017.487)**Deng-Ping Fan, Ming‐Ming Cheng, Yun Liu et al.*1,953 citations*
17. **[RMPE: Regional Multi-person Pose Estimation ↗](https://doi.org/10.1109/iccv.2017.256)**Hao-Shu Fang, Shuqin Xie, Yu‐Wing Tai et al.*1,884 citations*
18. **[MemNet: A Persistent Memory Network for Image Restoration ↗](https://doi.org/10.1109/iccv.2017.486)**Ying Yu Tai, Jian Jun Yang, Xiaoming Liu et al.*1,883 citations*
19. **[Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks ↗](https://doi.org/10.1109/iccv.2017.590)**Zhaofan Qiu, Ting Yao, Tao Mei*1,874 citations*
20. **[ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ↗](https://doi.org/10.1109/iccv.2017.541)**Jian-Hao Luo, Jianxin Wu, Weiyao Lin*1,832 citations*
21. **[End-to-End Learning of Geometry and Context for Deep Stereo Regression ↗](https://doi.org/10.1109/iccv.2017.17)**Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta et al.*1,470 citations*
22. **[A Simple Yet Effective Baseline for 3d Human Pose Estimation ↗](https://doi.org/10.1109/iccv.2017.288)**Julieta Martínez, Rayat Hossain, Javier Romero et al.*1,462 citations*
23. **[How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks) ↗](https://doi.org/10.1109/iccv.2017.116)**Adrian Bulat, Georgios Tzimiropoulos*1,459 citations*
24. **[The “Something Something” Video Database for Learning and Evaluating Visual Common Sense ↗](https://doi.org/10.1109/iccv.2017.622)**Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski et al.*1,428 citations*
25. **[The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes ↗](https://doi.org/10.1109/iccv.2017.534)**Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò et al.*1,379 citations*

[See all 629 papers in ICCV 2017 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/2017/papers/)

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

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

1. **[Revisiting Unreasonable Effectiveness of Data in Deep Learning Era](https://md.research.elamur.ai/free/en/papers/sun-2017-revisiting-unreasonable-effectiveness-data-deep/) [IEEE International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/)**Chen Sun, Abhinav Shrivastava, Saurabh Singh, et al.*2017 · 2,512 citations*
2. **[Inferring and Executing Programs for Visual Reasoning](https://md.research.elamur.ai/free/en/papers/johnson-2017-inferring-executing-programs-visual-reasoning/) [IEEE International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/)**Justin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.*2017 · 557 citations*

## Top topics

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

[Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

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

## Top authors

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

[🧑‍🔬**Abhinav Gupta**1 work here · 2,512 citations](https://md.research.elamur.ai/free/en/authors/abhinav-gupta/) · [🧑‍🔬**Chen Sun**1 work here · 2,512 citations](https://md.research.elamur.ai/free/en/authors/chen-sun/) · [🧑‍🔬**Bharath Hariharan**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/bharath-hariharan/) · [🧑‍🔬**C. Lawrence Zitnick**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/c-lawrence-zitnick/) · [🧑‍🔬**Judy Hoffman**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/judy-hoffman/) · [🧑‍🔬**Justin M. Johnson**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/justin-m-johnson/) · [🧑‍🔬**Laurens van der Maaten**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/laurens-van-der-maaten/) · [🧑‍🔬**Li Fei-Fei**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/li-fei-fei/) · [🧑‍🔬**Ross Girshick**1 work here · 557 citations](https://md.research.elamur.ai/free/en/authors/ross-girshick/)

## Top institutions

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

[🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🏢**Meta** Menlo Park · United States 1 work here](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 1 work here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Stanford University** Stanford · United States 1 work here](https://md.research.elamur.ai/free/en/universities/stanford-university/)

works and citations from OpenAlex and our library.

- [← previous ICCV 2015](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/2015/)
- [↑ back to ICCV](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-computer-vision-iccv/)