Lens Distortion Rectification using Triangulation based Interpolation. MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving. Optimization Methods for Large-Scale Machine Learning. Unsupervised Cross-Domain Image Generation. Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes. Recurrent Neural Network Grammars. J …

Squared Earth Mover’s Distance-based Loss for Training Deep Neural Networks. LIFT: Learned Invariant Feature Transform. Wide & Deep Learning for Recommender Systems. Face Detection with End-to-End Integration of a ConvNet and a 3D Model. Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science. Improving the Neural Algorith …

Fully Character-Level Neural Machine Translation without Explicit Segmentation. A Kernel Test of Goodness of Fit. Latent Tree Language Model. The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain. Combining Data-driven and Model-driven Methods for Robust Facial Landmark …

Early Visual Concept Learning with Unsupervised Deep Learning. Image-to-Image Translation with Conditional Adversarial Networks. Towards Evaluating the Robustness of Neural Networks. Learning to reinforcement learn. Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs. SoundNet: Learning Sound Representations from U …

Expert Gate: Lifelong Learning with a Network of Experts. Adversarial examples in the physical world. InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning. COCO: A Platform for Comparing Continuous Optimizers in a Bla …

Active Learning from Positive and Unlabeled Data. From Word Embeddings to Item Recommendation. Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs. Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks. Topic Aware Neural Response Generation. Node Embedding via Word Embedding for Network Com …

Automatic Identification of Sarcasm Target: An Introductory Approach. Are Word Embedding-based Features Useful for Sarcasm Detection?. Deep Identity-aware Transfer of Facial Attributes. Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. Measuring the reliability of MCMC inference with bidirectional M …