Feature-Less End-to-End Nested Term Extraction. A Survey on Deep Learning of Small Sample in Biomedical Image Analysis. Processing Megapixel Images with Deep Attention-Sampling Models. Visualizing Trends of Key Roles in News Articles. “The Michael Jordan of Greatness”: Extracting Vossian Antonomasia from Two Decades of the New York Times, 1987-2007 …

Robust Learning with Jacobian Regularization. Compact Global Descriptor for Neural Networks. Proactive Human-Machine Conversation with Explicit Conversation Goals. Sum-of-Squares Polynomial Flow. Progressive Pose Attention Transfer for Person Image Generation. Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradie …

Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation. Sameness Attracts, Novelty Disturbs, but Outliers Flourish in Fanfiction Online. Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing. Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction. Effi …

Functional Tensors for Probabilistic Programming. Joint Source-Target Self Attention with Locality Constraints. A Game Theoretic Approach to Class-wise Selective Rationalization. ProPublica’s COMPAS Data Revisited. Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning. Investigating Evaluation of Open-Domain Dialogue Systems …

Pythia: AI-assisted Code Completion System. Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation. Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free. PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression. Research on the pixel-based an …

XNAS: Neural Architecture Search with Expert Advice. Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks. Multi-hop Convolutions on Weighted Graphs. Selective Style Transfer for Text. Structuring Latent Spaces for Stylized Response Generation. Learning to Perform Role-Filler Binding with Schematic Knowledge. Join …

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography. Modelling urban networks using Variational Autoencoders. Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. Cognitive Graph for Multi-Hop Reading Comprehension at Scale. ConvLab: Multi-Domain End-to-End Dialog Sy …

A semi-supervised deep residual network for mode detection in Wi-Fi signals. High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality. Non-Structured DNN Weight Pruning – Is It Beneficial in Any Platform?. A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging. A Neural …

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks. Super Interaction Neural Network. Domain Authoring Assistant for Intelligent Virtual Agents. An Empirical …

Kernel Optimal Orthogonality Weighting: A Balancing Approach to Estimating Effects of Continuous Treatments. Learning Shared Encoding Representation for End-to-End Speech Recognition Models. Fixed-price Diffusion Mechanism Design. Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models. Improving noise robustn …

Where’s Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection. Guided Neural Language Generation for Automated Storytelling. INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features. PKUSE at SemEval-2019 Task 3: Emotion Detection with Emotion-Oriented Neural Attention Network. BIGODM System in th …