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2018

No. Figure Title Authors Pub. Links
5 Context-Embedding-Net Context Embedding Networks Kun Ho Kim, Oisin Mac Aodha, Pietro Perona CVPR 2018 (Spotlight) paper
4 Deep-GF Fast End-to-End Trainable Guided Filter Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang CVPR 2018 paper project
3 NASNet Learning Transferable Architectures for Scalable Image Recognition Barret Zoph, Vijay Vasudevan, Jonathon Shlens, Quoc V. Le Tech Report paper
2 NonLocalNN Non-local Neural Networks Xiaolong Wang, Ross Girshick, Abhinav Gupta and Kaiming He CVPR 2018 paper github
1 DataDis Data Distillation: Towards Omni-Supervised Learning Ilija Radosavovic, Piotr Dollar, Ross Girshick, GeorgiaGkioxari and Kaiming He CVPR 2018 paper github

2017

No. Figure Title Authors Pub. Links
14 MemNet MemNet: A Persistent Memory Network for Image Restoration Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu ICCV 2017 paper github
13 CP-CNN Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi and Vishal M. Patel ICCV 2017 paper
12 UberNet UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos CVPR 2017 paper code
11 FSOR Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu, Linchao Zhu, Yi Yang CVPR 2017 paper
10 GRU Full Resolution Image Compression with Recurrent Neural Networks George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell CVPR 2017 paper github
9 WCCN Weakly Supervised Cascaded Convolutional Networks Ali Diba, Vivek Sharma, Ali Pazandeh, Hamed Pirsiavash, Luc Van Gool CVPR 2017 paper
8 Polygon-RNN Annotating Object Instances with a Polygon-RNN Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, Sanja Fidler CVPR 2017 paper ⭐
7 DRNet Detecting Visual Relationships with Deep Relational Networks Bo Dai, Yuqi Zhang, Dahua Lin CVPR 2017 paper github
6 SS-DMP Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe CVPR 2017 paper
5 CMT Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe CVPR 2017 paper
4 Continuous-CRFs Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe CVPR 2017 paper github ⭐
3 QAN Quality Aware Network for Set to Set Recognition Yu Liu, Junjie Yan, Wanli Ouyang CVPR 2017 paper
2 SRN SRN：Side-output Residual Network for Object Symmetry Detection in the Wild Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao and Qixiang Ye CVPR 2017 paper github ⭐
1 AnchorNet AnchorNet: A Weakly Supervised Network to Learn Geometry-sensitive Features For Semantic Matching David Novotny, DianeLarlus, Andrea Vedaldi CVPR 2017 paper

2016

No. Figure Title Authors Pub. Links
1 FSDSO Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai ICCV 2016 paper github