What and Where to Translate: Local Mask-based Image-to-Image Translation. Bayesian Nonparametric Federated Learning of Neural Networks. Adaptive Quantile Low-Rank Matrix Factorization. Eye Contact Correction using Deep Neural Networks. Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. Learning from Multi …

C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning. Understanding Stability of Medical Concept Embeddings: Analysis and Prediction. Multilingual Multi-Domain Adaptation Approaches for Neural Machine Translation. Crowdsourcing and Validating Event-focused Emotion Corpora for German and English. Deep Learning Fundus Image Analy …

Computational Socioeconomics. Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain. Fitted Q-Learning in Mean-field Games. Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. Generalised learning of time-series: Ornstein-Uhlenbeck processes. Vi …

Implicit Priors for Knowledge Sharing in Bayesian Neural Networks. Spatial Analysis Made Easy with Linear Regression and Kernels. Gauge Equivariant Convolutional Networks and the Icosahedral CNN. Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-level Embedding Features. Scalable Facial Image Compression with …

Spectrum-enhanced Pairwise Learning to Rank. Minimizing Time-to-Rank: A Learning and Recommendation Approach. An Approximate Bayesian Approach to Surprise-Based Learning. Learning Bilingual Word Embeddings Using Lexical Definitions. Improving Relation Extraction with Knowledge-attention. PH-GCN: Person Re-identification with Part-based Hierarchical …

Cohen Welling bases & SO(2)-Equivariant classifiers using Tensor nonlinearity.. Machine Learning Approach for Reliability Assessment of Open Source Software. Contributions to Clinical Named Entity Recognition in Portuguese. Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog. Multi-Agent Dual Learning. Cross-Atlas Convolution for Para …

Clinical Data Classification using Conditional Random Fields and Neural Parsing for Morphologically Rich Languages. Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text. Asking Clarification Questions in Knowledge-Based Question Answering. Min-Max Statistical Alignment for Transfer Learning. Counting …

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 …

On Computation and Generalization of Generative Adversarial Networks under Spectrum Control. Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective. Stacking for Transfer Learning. Toward a Task of Feedback Comment Generation for Writing Learning. Iterative Search for Weakly Supervised Semantic Parsing. Neural Temporality Adapt …