Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization. COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. Similarity Learning via Kernel Preserving Embedding. Robust Building-based Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. CityFlow: A Multi-Agent Reinforcement Lea …

Constrained Attractor Selection Using Deep Reinforcement Learning. Gait Recognition via Disentangled Representation Learning. Robustness of Neural Networks to Parameter Quantization. Support Vector Machines on Noisy Intermediate Scale Quantum Computers. An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network. E …

Maximum Likelihood Estimation for Learning Populations of Parameters. UDS–DFKI Submission to the WMT2019 Similar Language Translation Shared Task. Graph Matching Networks for Learning the Similarity of Graph Structured Objects. Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation. Learning Key-Value Store Design. Online E …

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos. Extensions of Generic DOL for Generic Ontology Design Patterns. Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System. Recurrent Existence Dete …

ER-AE: Differentially-private Text Generation for Authorship Anonymization. Completing and Debugging Ontologies: state of the art and challenges. Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow. Guiding Variational Response Generator to Exploit Persona. Post-mortem Iris Decomposition …

Word-order biases in deep-agent emergent communication. Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners. A Speech Act Classifier for Persian Texts and its Application in Identify Speech Act of Rumors. MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. Time series model s …

Aligning Vector-spaces with Noisy Supervised Lexicon. A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models. Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs. HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs. Gene …

Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings. Local Detection of Stereo Occlusion Boundaries. Neural Finite-State Transducers: Beyond Rational Relations. HAD-T"ubingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Catego …