Fetching the paper…
Reading the bibliography…
We present some updates to YOLO! We made a bunch of little design changes to make it better.
The pascal visual object classes (voc) challenge
M. Everingham, L. Van Gool, C. K. Williams, J. Winn, and A. Zisserman · 2010
Earlier work this paper cites.
Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
S. Ren, K. He, R. Girshick, and J. Sun · 2015
Earlier work this paper cites.
Best of both worlds: human-machine collaboration for object annotation
O. Russakovsky, L.-J. Li, and L. Fei-Fei · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Earlier work this paper cites.
Ssd: Single shot multibox detector
W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg · 2016
Earlier work this paper cites.
Darknet: Open source neural networks in c
J. Redmon · 2016
Earlier work this paper cites.
Beyond skip connections: Top-down modulation for object detection
A. Shrivastava, R. Sukthankar, J. Malik, and A. Gupta · 2016
Cited alongside, same era.
Dssd: Deconvolutional single shot detector
C.-Y. Fu, W. Liu, A. Ranga, A. Tyagi, and A. C. Berg · 2017
Cited alongside, same era.
Iqa: Visual question answering in interactive environments
D. Gordon, A. Kembhavi, M. Rastegari, J. Redmon, D. Fox, and A. Farhadi · 2017
Cited alongside, same era.
Openimages: A public dataset for large-scale multi-label and multi-class image classification
I. Krasin, T. Duerig, N. Alldrin, V. Ferrari, S. Abu-El-Haija, A. Kuznetsova, H. Rom, J. Uijlings, S. Popov, A. Veit, S. Belongie, V. Gomes, A. Gupta, C. Sun, G. Chechik, D. Cai, Z. Feng, D. Narayanan, and K. Murphy · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Animal population censusing at scale with citizen science and photographic identification
J. Parham, J. Crall, C. Stewart, T. Berger-Wolf, and D. Rubenstein · 2017
Later among the works it cites.
Yolo9000: Better, faster, stronger
J. Redmon and A. Farhadi · 2017
Later among the works it cites.
Smart camera gimbal bot – scanlime:027, Dec 2017
M. Scott · 2017
Later among the works it cites.
Inception-v4, inception-resnet and the impact of residual connections on learning
C. Szegedy, S. Ioffe, V. Vanhoucke, and A. A. Alemi · 2017
Later among the works it cites.
Wikipedia
Analogy · 2018
Closest in time.
Yolov3: An incremental improvement
J. Redmon and A. Farhadi · 2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
T.-Y. Lin, P. Dollar, R. Girshick, K. He, B. Hariharan, and S. Belongie · 2017
Cited alongside, same era.
Focal loss for dense object detection
T.-Y. Lin, P. Goyal, R. Girshick, K. He, and P. Dollár · 2017
Cited alongside, same era.
Speed/accuracy trade-offs for modern convolutional object detectors
J. Huang, V. Rathod, C. Sun, M. Zhu, A. Korattikara, A. Fathi, I. Fischer, Z. Wojna, Y. Song, S. Guadarrama, et al
Cited in the paper.
Philosophiae naturalis principia mathematica
I. Newton
Cited in the paper.