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The global and local contexts significantly contribute to the integrity of predictions in Salient Object Detection (SOD).
Frequency-tuned salient region detection
Achanta, R.; Hemami, S. S.; Estrada, F. J.; and Süsstrunk, S. 2009 · 2009
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Hierarchical Saliency Detection
Yan, Q.; Xu, L.; Shi, J.; and Jia, J. 2013 · 2013
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Saliency Detection via Graph-Based Manifold Ranking
Yang, C.; Zhang, L.; Lu, H.; Ruan, X.; and Yang, M. 2013 · 2013
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The Secrets of Salient Object Segmentation
Li, Y.; Hou, X.; Koch, C.; Rehg, J. M.; and Yuille, A. L. 2014 · 2014
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From captions to visual concepts and back
Fang, H.; Gupta, S.; Iandola, F. N.; Srivastava, R. K.; Deng, L.; Dollár, P.; Gao, J.; He, X.; Mitchell, M.; Platt, J. C.; Zitnick, C. L.; and Zweig, G. 2015 · 2015
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Adam: A Method for Stochastic Optimization
Kingma, D. P.; and Ba, J. 2015 · 2015
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Visual saliency based on multiscale deep features
Li, G.; and Yu, Y. 2015 · 2015
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Ba, L. J.; Kiros, J. R.; and Hinton, G. E. 2016 · 2016
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Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units
Hendrycks, D.; and Gimpel, K. 2016 · 2016
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Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
Shi, W.; Caballero, J.; Huszar, F.; Totz, J.; Aitken, A. P.; Bishop, R.; Rueckert, D.; and Wang, Z. 2016a · 2016
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Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
Shi, W.; Caballero, J.; Huszar, F.; Totz, J.; Aitken, A. P.; Bishop, R.; Rueckert, D.; and Wang, Z. 2016b · 2016
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Structure-Measure: A New Way to Evaluate Foreground Maps
Fan, D.; Cheng, M.; Liu, Y.; Li, T.; and Borji, A. 2017 · 2017
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Deeply Supervised Salient Object Detection with Short Connections
Hou, Q.; Cheng, M.; Hu, X.; Borji, A.; Tu, Z.; and Torr, P. H. S. 2017 · 2017
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Attention is All you Need
Vaswani, A.; Shazeer, N.; Parmar, N.; Uszkoreit, J.; Jones, L.; Gomez, A. N.; Kaiser, L.; and Polosukhin, I. 2017 · 2017
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Learning to Detect Salient Objects with Image-Level Supervision
Wang, L.; Lu, H.; Wang, Y.; Feng, M.; Wang, D.; Yin, B.; and Ruan, X. 2017 · 2017
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Enhanced-alignment Measure for Binary Foreground Map Evaluation
Fan, D.; Gong, C.; Cao, Y.; Ren, B.; Cheng, M.; and Borji, A. 2018 · 2018
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Progressive Attention Guided Recurrent Network for Salient Object Detection
Zhang, X.; Wang, T.; Qi, J.; Lu, H.; and Wang, G. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J.; Chang, M.; Lee, K.; and Toutanova, K. 2019 · 2019
Cited alongside, same era.
A Simple Pooling-Based Design for Real-Time Salient Object Detection
Liu, J.; Hou, Q.; Cheng, M.; Feng, J.; and Jiang, J. 2019 · 2019
Cited alongside, same era.
BASNet: Boundary-Aware Salient Object Detection
Qin, X.; Zhang, Z. V.; Huang, C.; Gao, C.; Dehghan, M.; and Jägersand, M. 2019 · 2019
Cited alongside, same era.
Salient Object Detection With Pyramid Attention and Salient Edges
Wang, W.; Zhao, S.; Shen, J.; Hoi, S. C. H.; and Borji, A. 2019 · 2019
Cited alongside, same era.
EGNet: Edge Guidance Network for Salient Object Detection
Zhao, J.; Liu, J.; Fan, D.; Cao, Y.; Yang, J.; and Cheng, M. 2019 · 2019
Twins: Revisiting the Design of Spatial Attention in Vision Transformers
Chu, X.; Tian, Z.; Wang, Y.; Zhang, B.; Ren, H.; Wei, X.; Xia, H.; and Shen, C. 2021 · 2021
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UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers
Dai, Z.; Cai, B.; Lin, Y.; and Chen, J. 2021 · 2021
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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Dosovitskiy, A.; Beyer, L.; Kolesnikov, A.; Weissenborn, D.; Zhai, X.; Unterthiner, T.; Dehghani, M.; Minderer, M.; Heigold, G.; Gelly, S.; Uszkoreit, J.; and Houlsby, N. 2021 · 2021
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HOTR: End-to-End Human-Object Interaction Detection With Transformers
Kim, B.; Lee, J.; Kang, J.; Kim, E.; and Kim, H. J. 2021 · 2021
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Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer
Li, Y.; He, J.; Zhang, T.; Liu, X.; Zhang, Y.; and Wu, F. 2021 · 2021
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Cited alongside, same era.
End-to-End Object Detection with Transformers
Carion, N.; Massa, F.; Synnaeve, G.; Usunier, N.; Kirillov, A.; and Zagoruyko, S. 2020 · 2020
Cited alongside, same era.
Global Context-Aware Progressive Aggregation Network for Salient Object Detection
Chen, Z.; Xu, Q.; Cong, R.; and Huang, Q. 2020 · 2020
Cited alongside, same era.
Empirical Evaluation of Activation Functions in Deep Convolution Neural Network for Facial Expression Recognition
Khalid, M.; Baber, J.; Kasi, M. K.; Bakhtyar, M.; Devi, V.; and Sheikh, N. 2020 · 2020
Cited alongside, same era.
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Lan, Z.; Chen, M.; Goodman, S.; Gimpel, K.; Sharma, P.; and Soricut, R. 2020 · 2020
Cited alongside, same era.
Multi-Scale Interactive Network for Salient Object Detection
Pang, Y.; Zhao, X.; Zhang, L.; and Lu, H. 2020 · 2020
Cited alongside, same era.
U 2 {}^{\mbox{2}} -Net: Going deeper with nested U-structure for salient object detection
Qin, X.; Zhang, Z. V.; Huang, C.; Dehghan, M.; Zaïane, O. R.; and Jägersand, M. 2020 · 2020
Cited alongside, same era.
Visual Saliency Transformer
Liu, N.; Zhang, N.; Wan, K.; Shao, L.; and Han, J. 2021 · 2021
Later among the works it cites.
Pyramidal Feature Shrinking for Salient Object Detection
Ma, M.; Xia, C.; and Li, J. 2021 · 2021
Later among the works it cites.
Unifying Global-Local Representations in Salient Object Detection with Transformer
Ren, S.; Wen, Q.; Zhao, N.; Han, G.; and He, S. 2021 · 2021
Later among the works it cites.
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking
Wang, N.; Zhou, W.; Wang, J.; and Li, H. 2021a · 2021
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wang, W.; Xie, E.; Li, X.; Fan, D.; Song, K.; Liang, D.; Lu, T.; Luo, P.; and Shao, L. 2021b · 2021
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Decomposition and Completion Network for Salient Object Detection
Wu, Z.; Su, L.; and Huang, Q. 2021 · 2021
Later among the works it cites.
Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection
Xu, B.; Liang, H.; Liang, R.; and Chen, P. 2021 · 2021
Later among the works it cites.
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
Yuan, L.; Chen, Y.; Wang, T.; Yu, W.; Shi, Y.; Jiang, Z.; Tay, F. E. H.; Feng, J.; and Yan, S. 2021 · 2021
Later among the works it cites.
Auto-MSFNet: Search Multi-scale Fusion Network for Salient Object Detection
Zhang, M.; Liu, T.; Piao, Y.; Yao, S.; and Lu, H. 2021 · 2021
Later among the works it cites.
Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers
Zheng, S.; Lu, J.; Zhao, H.; Zhu, X.; Luo, Z.; Wang, Y.; Fu, Y.; Feng, J.; Xiang, T.; Torr, P. H. S.; and Zhang, L. 2021 · 2021
Later among the works it cites.
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Xu, K.; Ba, J.; Kiros, R.; Cho, K.; Courville, A. C.; Salakhutdinov, R.; Zemel, R. S.; and Bengio, Y. 2015 · 2057
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