ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network. Unsupervised Attributed Multiplex Network Embedding. Barack’s Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling. 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. HiGitClass: Keyword-Driven Hierarchical Classificatio …

Scene Graph Prediction with Limited Labels. Neural Consciousness Flow. Path Ranking with Attention to Type Hierarchies. Contextual Encoder-Decoder Network for Visual Saliency Prediction. DELTA: A DEep learning based Language Technology plAtform. Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. Simple vs complex temporal recur …

Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes. Deep learning-based electroencephalography analysis: a systematic review. A-MAL: Automatic Motion Assessment Learning from Properly Performed Motions in 3D Skeleton Videos. The Hitchhiker’s Guide to LDA. Anchor Diffusion for Unsupervised Video Object Segmentation. Understanding the I …

Meta Reasoning over Knowledge Graphs. Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. Robust and interpretable blind image denoising via bias-free convolutional neural networks. An Empirical Study on Leveraging Scene Graphs for Visual Question Answering. Practical Hidden Voice Attacks against Spee …

Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces. Classification-driven Single Image Dehazing. MC-ISTA-Net: Adaptive Measurement and Initialization and Channel Attention Optimization inspired Neural Network for Compressive Sensing. Ensem …

Measuring similarity between geo-tagged videos using largest common view. HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition. Learning Quantum Graphical Models using Constrained Gradient Descent on the Stiefel Manifold. Populating Web Scale Knowledge Graphs using Distantly Supervised Relat …

KnowBias: Detecting Political Polarity in Long Text Content. Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. Surgical Gesture Recognition with Optical Flow only. Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions. Reasoning …

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge. High-Dimensional Optimization in Adaptive Random Subspaces. End-to-End Jet Classification of Quarks and Gluons with the CMS Op …

From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots. Oriented Point Sampling for Plane Detection in Unorganized Point Clouds. Tensor Regression Using Low-rank and Sparse Tucker Decompositions. BayesSim: adaptive domain randomization via probabilistic inference for robotics simulators. Op …

Natural Language Generation Challenges for Explainable AI. STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing. Multilevel Initialization for Layer-Parallel Deep Neural Network Training. Distributed creation of Machine learning …

Adaptive GNN for Image Analysis and Editing. Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?. Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies. Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases. Atlas of …

Node Embeddings for Graph Merging: Case of Knowledge Graph Construction. Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization. Learning Local Descriptors With a CDF-Based Dynamic Soft Margin. Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task. Understanding & Generalizing AlphaGo Zero. Multiclass Queuein …

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 …

Towards Summarization for Social Media - Results of the TL;DR Challenge. Embedding Complementary Deep Networks for Image Classification. Scalable Knowledge Graph Construction from Text Collections. Surface Realisation Using Full Delexicalisation. Modeling Paths for Explainable Knowledge Base Completion. Probing Word and Sentence Embeddings for Long …

Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation. On Efficient Retrieval of Top Similarity Vectors. Polar Prototype Networks. Evaluating Automatic Term Extraction Methods on Individual Documents. Numbers Normalisation in the Inflected Languages: a Case Study of Polish. Riemannian TransE: …