Thurs, April 21: How do humans sketch objects?

How do humans sketch objects? Mathias Eitz, James Hays, and Marc Alexa. Siggraph 2012.

Tues, Mar 19:Exploring Nearest Neighbor Approaches for Image Captioning

Exploring Nearest Neighbor Approaches for Image Captioning. Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C Lawrence Zitnick. arXiv, 2015.

Thurs, April 14: Visual Question Answering

VQA: Visual Question Answering. S. Antol*, A. Agrawal*, J. Lu, M. Mitchell, D. Batra, C. L. Zitnick, and D. Parikh. ICCV, 2015.

Thurs, Mar 7: Deep Neural Decision Forests.

Deep Neural Decision Forests. Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, and Samuel Rota Bulo. ICCV 2015.

Thurs, Mar 24: Learning Visual Biases from Human Imagination

Learning Visual Biases from Human Imagination. Carl Vondrick, Hamed Pirsiavash, Aude Oliva, Antonio Torralba. NIPS 2015.

Tues, Mar 22: Special Presentation by Zhile Ren

Three-Dimensional Object Detection and Layout using Clouds of Oriented Gradients. Zhile Ren and Erik B. Sudderth.

Thurs, Mar 17: What makes Paris look like Paris?

What makes Paris look like Paris? Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, and Alexei A. Efros. Siggraph 2012.

Tues, Mar 15: Learning Visual Similarity

Learning Visual Similarity for Product Design with Convolutional Neural Networks. Sean Bell, Kavita Bala. Siggraph 2015.

Also read:
Learning Deep Representations for Ground-to-Aerial Geolocalization. Tsung-Yi Lin, Yin Cui, Serge Belongie, James Hays. CVPR 2015.

Thurs, Mar 10: Semantic Segmentation

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

Tues, Mar 8: Fast and Faster R-CNN

Fast R-CNN. Ross Girshick. ICCV 2015.
(additionally, the faster version)
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks. Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. NIPS 2015.