Supervision by Egomotion:
Learning to See by Moving / Pulkit Agrawal, Joao Carreira, Jitendra Malik http://arxiv.org/abs/1505.01596 discussant: Ke Li
Learning image representations equivariant to ego-motion / Dinesh Jayaraman and Kristen Grauman http://arxiv.org/abs/1505.02206
Supervision by Tracking:
Unsupervised Learning of Visual Representations using Videos / Xiaolong Wang, Abhinav Gupta http://arxiv.org/abs/1505.00687 Discussant: Chelsea Finn
Unsupervised Learning of Spatiotemporally Coherent Metrics, Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun, http://arxiv.org/abs/1412.6056
Supervision by Spatial Context:
Unsupervised Visual Representation Learning by Context Prediction / Carl Doersch, Abhinav Gupta, Alexei A. Efros http://arxiv.org/abs/1505.05192 discussant: Eric Kuo
Organizer: Dr. Phillip Isola