Differentially Private Releasing via Deep Generative Model (Technical Report). DRCD: a Chinese Machine Reading Comprehension Dataset. Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods. Density Adaptive Point Set Registration. MIXGAN: Learning Concepts from Different Domains for M …

Skip-gram word embeddings in hyperbolic space. PCN: Point Completion Network. On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. Discriminability objective for training descriptive captions. Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. Consensus-Driven Propagat …

Gradient descent in higher codimension. Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model. Sigsoftmax: Reanalysis of the Softmax Bottleneck. An Image Processing based Object Counting Approach for Machine Vision Application. Exploration on Grounded Word Embedding: Matching Words and Images with …

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement. Matrix Product Operator Restricted Boltzmann Machines. Tree Morphology for Phenotyping from Semantics-Based Mapping in Orchard Environments. CariGAN: Caricature Generation through Weakly Paired Adversarial Learning. EventKG: A Multilingual Event-Centric Temporal Knowledge Graph …

Targeted Kernel Networks: Faster Convolutions with Attentive Regularization. Wide Compression: Tensor Ring Nets. Escaping Saddles with Stochastic Gradients. How should we (correctly) compare multiple graphs?. LiveCap: Real-time Human Performance Capture from Monocular Video. On the Practical Computational Power of Finite Precision RNNs for Language …

Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets. Automatic and Manual Web Annotations in an Infrastructure to handle Fake News and other Online Media Phenomena. Cross-Lingual Generation and Evaluation of a Wide-Coverage Lexical Semantic Resource. System Description of Supervised and Unsupervised Neural Machine Tra …

Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. Varying image description tasks: spoken versus written descriptions. Creating a Translation Matrix of the Bible’s Names Across 591 Languages. Encoding Sentiment Information into Word Vectors for Sentiment Analysis. Named Entity Recognition With Parallel Recurrent N …

User-Assisted Shadow Removal. Neural Separation of Observed and Unobserved Distribution. Fast Video Object Segmentation by Reference-Guided Mask Propagation. Neural Machine Translation for English-Tamil. CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization. Auto-hMDS: Automatic Construction of a Large Heterogeneous …

Reviewers for Volume 44. Multi-Source Multi-Class Fake News Detection. Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images. Visualizing Group Dynamics based on Multiparty Meeting Understanding. LIA: A Natural Language Programmable Personal Assistant. A Context-aware Convolutional Natural Language Generation model for Dialogue System …

CoLoSS: Cognitive Load Corpus with Speech and Performance Data from a Symbol-Digit Dual-Task. Corpora of Typical Sentences. Regularization Neural Networks via Constrained Virtual Movement Field. The RST Spanish-Chinese Treebank. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings. Semi-Supervised Generative A …

“Zero-Shot” Super-Resolution Using Deep Internal Learning. Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data. Cluster Labeling by Word Embeddings and WordNet’s Hypernymy. Comparing Theories of Speaker Choice Using a Model of Classifier Production in Mandarin Chinese. The Timing of Lexical Memory Retrievals in Langu …

An Analysis of Encoder Representations in Transformer-Based Machine Translation. Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets. Learning to Solve Nonlinear Least Squares for Monocular Stereo. Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks. Continuous-fidelity Bayesian Optimization with Knowled …

Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions. Supervised Clustering of Questions into Intents for Dialog System Applications. Cross-Lingual Learning-to-Rank with Shared Representations. Subword-level Composition Functions for Learning Word Embeddings. An Adversarial Approach to Hard Triplet Generation. A FrameN …

DDRNet: Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs. Inferring Latent Velocities from Weather Radar Data using Gaussian Processes. Occluded Pedestrian Detection Through Guided Attention in CNNs. Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data. Integrating Tree Str …