Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection. Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning. Data-efficient Learning of Morphology and Controller for a Microrobot. Joint Extraction of Entities and Relations …

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

What Can Machine Learning Teach Us about Communications?. LMF Reloaded. Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. DeepTagRec: A Content-cum-User based Tag Recommendation Framework for Stack Overflow. Epoch-wise label attacks for robustness against label noise. Statistical Infere …

A General Optimization-based Framework for Global Pose Estimation with Multiple Sensors. Dynamically optimal treatment allocation using Reinforcement Learning. Pruning Deep Neural Networks Architectures with Evolution Strategy. Intentional Computational Level Design. Instance Shadow Detection. Using Persistent Homology to Quantify a Diurnal Cycle i …

End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations. ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification. Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes. Learning Representations by Humans, for Humans. Region Refinement Network for Salient Ob …

PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules. Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker. SyntaxFest 2019 Invited talk - Dependency distance minimization: facts, theory and predictions. Capsule Network with Interactive Att …