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With this work we are explaining the "You Only Look Once" (YOLO) single-stage object detection approach as a parallel classification of 10647 fixed region proposals.
Rich feature hierarchies for accurate object detection and semantic segmentation
Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014
Earlier work this paper cites.
Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
Earlier work this paper cites.
You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2016
Earlier work this paper cites.
Yolo9000: Better, faster, stronger, 2016
Joseph Redmon and Ali Farhadi · 2016
Cited alongside, same era.
Two visual pathways in primates based on sampling of space: exploitation and exploration of visual information
Bhavin R Sheth and Ryan Young · 2016
Cited alongside, same era.
Grad-cam: Visual explanations from deep networks via gradient-based localization
Ramprasaath R Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra · 2017
Cited alongside, same era.
Yolov3: An incremental improvement, 2018
Joseph Redmon and Ali Farhadi · 2018
Cited alongside, same era.
The world as an external memory: the price of saccades in a sensorimotor task
Andrew Melnik, Felix Schüler, Constantin A Rothkopf, and Peter König · 2018
Later among the works it cites.
Yolov4: Optimal speed and accuracy of object detection
Alexey Bochkovskiy, Chien-Yao Wang, and Hong-Yuan Mark Liao · 2020
Later among the works it cites.
An error-based addressing architecture for dynamic model learning
Nicolas Bach, Andrew Melnik, Federico Rosetto, and Helge Ritter · 2020
Later among the works it cites.
Critic guided segmentation of rewarding objects in first-person views
Andrew Melnik, Augustin Harter, Christian Limberg, Krishan Rana, Niko Sünderhauf, and Helge Ritter · 2021
Later among the works it cites.
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