Image Alignment in Unseen Domains via Domain Deep Generalization. An Introduction to Symbolic Artificial Intelligence Applied to Multimedia. Robust Federated Learning with Noisy Communication. Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field. Corn leaf detection using Region based convolutional neural network. Towards t …

Virtual organelle self-coding for fluorescence imaging via adversarial learning. Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks. Combining Anatomical and Functional Networks for N …

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. Autonomous Highway Driving using Deep Reinforcement Learning. Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification. A Commentary on “Breaking Row and Column Symmetries in Matrix Models”. Transfer Learning-Based Outdoor Position Recove …

Knowledge-augmented Column Networks: Guiding Deep Learning with Advice. Regularizing Deep Multi-Task Networks using Orthogonal Gradients. Combining Context and Knowledge Representations for Chemical-Disease Relation Extraction. Deja-vu: Double Feature Presentation and Iterated Loss in Deep Transformer Networks. One-vs-All Models for Asynchronous Tr …

Training Quantized Neural Networks with a Full-precision Auxiliary Module. Style-based Variational Autoencoder for Real-World Super-Resolution. Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features. A unified sequence-to-sequence front-end model for Mandarin text-to- …

In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. Job Prediction: From Deep Neural Network Models to Applications. Novelty Detection Via Blurring. Measurement and Fairness. Flow-Distilled IP Two-Stream Networks for Compr …

An overlapping-free leaf segmentation method for plant point clouds. Modular Deep Learning Analysis of Galaxy-Scale Strong Lensing Images. Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning. Estimating People Flows to Better Count Them in Crowded Scenes. Evolutionary Computation, Optimization and Learning Algorithms for D …

An Automatic Operation Batching Strategy for the Backward Propagation of Neural Networks Having Dynamic Computation Graphs. Deep Learning and Sociophonetics: Automatic Coding of Rhoticity Using Neural Networks. Abstraction based Output Range Analysis for Neural Networks. My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggl …

Cliticization of Serbian Personal Pronouns and Auxiliary Verbs. A Dependency-Based Account. MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition. Permanent Magnetic Articulograph (PMA) vs Electromagnetic Articulograph (EMA) in Articulation-to-Speech Synthesis for Silent Speech Interface. Improving Event Co …

Learning Deep Priors for Image Dehazing. JTML at SemEval-2019 Task 6: Offensive Tweets Identification using Convolutional Neural Networks. Twitter Homophily: Network Based Prediction of User’s Occupation. An Impossible Dialogue! Nominal Utterances and Populist Rhetoric in an Italian Twitter Corpus of Hate Speech against Immigrants. Learning-In-The- …

SINAI at SemEval-2019 Task 5: Ensemble learning to detect hate speech against inmigrants and women in English and Spanish tweets. Difficulty-aware Distractor Generation for Gap-Fill Items. Using Rhetorical Structure Theory to Assess Discourse Coherence for Non-native Spontaneous Speech. A Distributional Model of Affordances in Semantic Type Coercio …

GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS. Knowledge Graph Embedding via Graph Attenuated Attention Networks. Inverse Procedural Modeling of Knitwear. DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS. CDeepEx: Contrastive Deep Explanations. Dynamically Composing Domain-Data Selection with Clean-Data Selection by ``Co-Curricular L …

The FinSBD-2019 Shared Task: Sentence Boundary Detection in PDF Noisy Text in the Financial Domain. An Arabic Multi-Domain Spoken Language Understanding System. Improving Domain Adaptation for Machine Translation withTranslation Pieces. Raising the TM Threshold in Neural MT Post-Editing: a Case Study onTwo Datasets. A Continuous Improvement Framewo …

Exploration of Noise Strategies in Semi-supervised Named Entity Classification. Improving Human Needs Categorization of Events with Semantic Classification. Understanding the Effect of Textual Adversaries in Multimodal Machine Translation. Dynamic Multi-Scale Filters for Semantic Segmentation. Joint Representation and Estimator Learning for Facial …

Learning Multi-Class Segmentations From Single-Class Datasets. Adaptive Convolution for Text Classification. Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding. Distilled Person Re-Identification: Towards a More Scalable System. It’s Not About the Journey; It’s About the Destination: Following Soft Pat …

DEEP-TRIM: REVISITING L1 REGULARIZATION FOR CONNECTION PRUNING OF DEEP NETWORK. Presenting TWITTIR`O-UD: An Italian Twitter Treebank in Universal Dependencies. NLP at SemEval-2019 Task 6: Detecting Offensive language using Neural Networks. Explainable Artificial Intelligence and its potential within Industry. Action Assessment by Joint Relation Gr …