Tues. March 28: Understanding Deep Image Representations by Inverting Them

Understanding Deep Image Representations by Inverting Them. Aravindh Mahendran, Andrea Vedaldi. CVPR 2015.

Thurs, March 16:Deep Visual-Semantic Alignments for Generating Image Descriptions

Deep Visual-Semantic Alignments for Generating Image Descriptions. Andrej Karpathy and Li Fei-Fei. CVPR 2015.

Tues, March 14: CNNs for Semantic Segmentation

Fully Convolutional Networks for Semantic Segmentation. Jonathan Long, Evan Shelhamer, Trevor Darrell. CVPR 2015.

Thurs, March 9: Single Shot Multi-box Detector

SSD: Single shot multibox detector. Liu, Wei, et al. ECCV 2016.

Tues, March 9: You Only Look Once

You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi. arXiv 2016.

Tues Feb 21: AlexNet

ImageNet Classification with Deep Convolutional Neural Networks. Alex Krizhevsky, Ilya Sutskever, Geoffrey E Hinton. NIPS 2012.

Tues, Feb 14: Batch Normalization

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe, Christian Szegedy, arXiv, 2015.

Please comment with your summaries and questions.