cnn_backprop.bib

@article{dumoulin2016guide,
	author = {Dumoulin, Vincent and Visin, Francesco},
	journal = {arXiv preprint arXiv:1603.07285},
	title = {A guide to convolution arithmetic for deep learning},
	year = {2016}}

@inproceedings{zeiler2014visualizing,
	author = {Zeiler, Matthew D and Fergus, Rob},
	booktitle = {European conference on computer vision},
	organization = {Springer},
	pages = {818--833},
	title = {Visualizing and understanding convolutional networks},
	year = {2014}}

@book{goodfellow2016deep,
	author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
	publisher = {MIT press},
	title = {Deep learning},
	year = {2016}}

@misc{pytorchsourcecode,
	author = {PyTorch Team},
	note = {Accessed: 2021-07-14.},
	title = {torch/nn/grad.py},
	url = {https://github.com/pytorch/pytorch/blob/master/torch/nn/grad.py#L165},
	bdsk-url-1 = {https://github.com/pytorch/pytorch/blob/master/torch/nn/grad.py#L165}}

@article{simonyan2013deep,
	author = {Simonyan, Karen and Vedaldi, Andrea and Zisserman, Andrew},
	journal = {arXiv preprint arXiv:1312.6034},
	title = {Deep inside convolutional networks: Visualising image classification models and saliency maps},
	year = {2013}}

@article{krizhevsky2012imagenet,
	author = {Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoffrey E},
	journal = {Advances in neural information processing systems},
	pages = {1097--1105},
	title = {Imagenet classification with deep convolutional neural networks},
	volume = {25},
	year = {2012}}

@inproceedings{zeiler2010deconvolutional,
	author = {Zeiler, Matthew D and Krishnan, Dilip and Taylor, Graham W and Fergus, Rob},
	booktitle = {2010 IEEE Computer Society Conference on computer vision and pattern recognition},
	organization = {IEEE},
	pages = {2528--2535},
	title = {Deconvolutional networks},
	year = {2010}}

@inproceedings{long2015fully,
	author = {Long, Jonathan and Shelhamer, Evan and Darrell, Trevor},
	booktitle = {Proceedings of the IEEE conference on computer vision and pattern recognition},
	pages = {3431--3440},
	title = {Fully convolutional networks for semantic segmentation},
	year = {2015}}

@misc{kafunah2016backpropagation,
	author = {Kafunah, Jefkine},
	note = {Accessed: 2021-07-14},
	title = {Backpropagation in Convolutional Neural Networks},
	url = {https://jefkine.com/general/2016/09/05/backpropagation-in-convolutional-neural-networks/},
	bdsk-url-1 = {https://jefkine.com/general/2016/09/05/backpropagation-in-convolutional-neural-networks/}}