Generative Adversarial Networks as Variational Training of Energy Based Models. Learning Representations for Counterfactual Inference. An Empirical Study of Language CNN for Image Captioning. Text-guided Attention Model for Image Captioning. IM2CAD. RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised View …

Attention-over-Attention Neural Networks for Reading Comprehension. Beyond CCA: Moment Matching for Multi-View Models. Recurrent Neural Networks for Multivariate Time Series with Missing Values. Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering. Making the V in VQA Matter: Elevating the Role of Image Understanding in …

No bad local minima: Data independent training error guarantees for multilayer neural networks. Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood. Accelerating Deep Learning with Shrinkage and Recall. Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks. Correct classification …