Thurs. April 13: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks. Alec Radford, Luke Metz, Soumith Chintala. 2015.

Tues. April 11: Using very deep autoencoders for content-based image retrieval.

Using very deep autoencoders for content-based image retrieval. Krizhevsky, Alex, and Geoffrey E. Hinton. ESANN. 2011.

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.