A Systematic Comparison of English Noun Compound Representations. Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy. Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation. Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. Sampling from Stochastic Fi …

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …

Band-limited Training and Inference for Convolutional Neural Networks. Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces. Active Scene Understanding via Online Semantic Reconstruction. Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. BARISTA: Efficient and Scal …

Is Attention All What You Need? – An Empirical Investigation on Convolution-Based Active Memory and Self-Attention. Stochastic Recursive Variance-Reduced Cubic Regularization Methods. Overlapping Community Detection with Graph Neural Networks. Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial netw …

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example. Questions to Guide the Future of Artificial Intelligence Research. Optimal Function Approximation with Relu Neural Networks. Adversarial Analysis of Natural Language Inference Systems. Inferring and Improving Street Maps with Data-Driven Automation. Weakly-Supervised Completion Mome …

Ray Interference: a Source of Plateaus in Deep Reinforcement Learning. Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning. Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding. Sha …

Heart Segmentation From MRI Scans Using Convolutional Neural Network. How Much Can We See? A Note on Quantifying Explainability of Machine Learning Models. Learning Graph Embedding with Adversarial Training Methods. Localizing Unseen Activities in Video via Image Query. Deep Learning-Based Constellation Optimization for Physical Network Coding in T …

Temporal Reasoning Graph for Activity Recognition. Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. Deep Representation Learning Characterized by Inter-class Separation for Image Clustering. On Using Retrained and Incremental Machine Learnin …