Semantic Instance Segmentation with a Discriminative Loss Function. Large-Scale Plant Classification with Deep Neural Networks. Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields. The Perception-Distortion Tradeoff. Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics. Improving text classifica …

Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities. Exploration of object recognition from 3D point cloud. Pseudorehearsal in actor-critic agents. Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Networ …

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …

Doubly Stochastic Variational Inference for Deep Gaussian Processes. PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison. Estimating the unseen from multiple populations. SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text. ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Rela …

Pre-Processing-Free Gear Fault Diagnosis Using Small Datasets with Deep Convolutional Neural Network-Based Transfer Learning. Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment. Image Compression with SVD : A New Quality Metric Based On Energy Ratio. Spatial Projection of Multiple Climate Varia …