Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance. Image classification and retrieval with random depthwise signed convolutional neural networks. TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes. DORA The Explorer: Directed Outreaching Reinforcemen …

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …

Video-based Sign Language Recognition without Temporal Segmentation. Learning Tree Distributions by Hidden Markov Models. GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks. Synthesizing Programs for Images using Reinforced Adversarial Learning. Stochastic Combinatorial Ensembles for Defendi …

A New Optimization Layer for Real-Time Bidding Advertising Campaigns. STS Classification with Dual-stream CNN. Jointly Localizing and Describing Events for Dense Video Captioning. C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. Spatial Morphing Kernel Regression For Feature Interpolation. Simplifying Senten …