User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …

A Generalization Error Bound for Multi-class Domain Generalization. MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation. Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. Tag Recommendation by Word-Level Tag Sequence Modeling. A Relation Extraction Approach for Clinical Decision Support. Modality to …

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. Neural Network-based Equalizer by Utilizing Coding Gain in Advance. Capturing Evolution Genes for Time Series Data. Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment. Inference of a Multi …

Object-Aware Instance Labeling for Weakly Supervised Object Detection. Large e-retailer image dataset for visual search and product classification. Accurate Global Trajectory Alignment using Poles and Road Markings. Throughput Prediction of Asynchronous SGD in TensorFlow. Real-World Image Datasets for Federated Learning. RevealNet: Seeing Behind Ob …

Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques. DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. Unsupervised Medical Image Translation Using Cycle-MedGAN. Privacy Attacks on Network Embeddings. Shenjing: A low power reconfigurable neuromorphic …

Learning to Generalize One Sample at a Time with Self-Supervision. Explanations can be manipulated and geometry is to blame. Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations. MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration. Robust Semantic Parsin …

Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network. Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings. Tackling Graphical NLP problems with Graph Recurrent Networks. M$^2$VAE - Derivation of a Multi-Modal Variationa …

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. On Application of Learning to Rank for E-Commerce Search. A Domain Generalization Perspective on Listwise Context Modeling. QGAN: Quantized Generative Adversarial Networks. U …

A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge. Capsule Graph Neural Network. A Persistent Weisfeiler–Lehman Procedure for Graph Classification. Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons. Selective Sparse Sampling for Fine-Grained Image Recognition. Comparing distributions …

Ordering of Adverbials of Time and Place in Grammars and in an Annotated English-Czech Parallel Corpus. Creating, Enriching and Valorizing Treebanks of Ancient Greek. Improving Surface-syntactic Universal Dependencies (SUD): MWEs and deep syntactic features. Universal Dependencies in a galaxy far, far away… What makes Yoda’s English truly alien. …

Proceedings of the 1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI 2019). Data Augmentation Based on Distributed Expressions in Text Classification Tasks. Going on a vacation'' takes longer than Going for a walk’': A Study of Temporal Commonsense Understanding. Multilingual Unsupervised NM …

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 …

Combining adaptive algorithms and hypergradient method: a performance and robustness study. Better Modeling of Incomplete Annotations for Named Entity Recognition. Hierarchical Self-Attention Network for Action Localization in Videos. Data-Driven Morphological Analysis for Uralic Languages. Critical Learning Periods in Deep Networks. SSF-DAN: Separ …