SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks. SLIC Based Digital Image Enlargement. Title-Guided Encoding for Keyphrase Generation. Neural-Augmented Static Analysis of Android Communication. Image contrast enhancement using fuzzy logic. Variational Approximation Error in Bayesian Non-negative Matrix Factoriza …

Deterministic Variational Inference for Robust Bayesian Neural Networks. One-Class Adversarial Nets for Fraud Detection. Black-box Adversarial Attacks with Limited Queries and Information. Learning Discriminative Features with Multiple Granularities for Person Re-Identification. Evaluating surgical skills from kinematic data using convolutional neu …

Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements. Composite Binary Decomposition Networks. Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective. Value Alignment, Fair Play, and the Rights of Service Robots. Quantitative Evaluation of Base and De …

Fusion Subspace Clustering: Full and Incomplete Data. Mixture Matrix Completion. Face Recognition: From Traditional to Deep Learning Methods. Node Representation Learning for Directed Graphs. Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. A Unified Framework for Sparse Relaxed Regularized Regression: SR3. Parallel Att …

Convolutional Geometric Matrix Completion. Parameter Transfer Unit for Deep Neural Networks. Random perturbation and matrix sparsification and completion. Static and Dynamic Robust PCA and Matrix Completion: A Review. Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. Sliding Bidirectional Recurrent Neural …

Teacher Improves Learning by Selecting a Training Subset. ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics. Multimodal Social Media Analysis for Gang Violence Prevention. Don’t get Lost in Negation: An Effective Negation Handled Dialogue Acts Prediction Algorithm for Twitter Customer Service Conversations. Evolutionary Ar …

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry. Graph Laplacian mixture model. Learning Concept Abstractness Using Weak Supervision. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. Deep neural networks algorithms for stochastic control problems on …

Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference. A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks. A note on concentration inequality for vector-valued martingales with weak exponential-type tails. BCR-Net: a neural network based on the nonstandard wavelet fo …

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention. On the Selection of Initialization and Activation Function for Deep Neural Networks. Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks. Modified Multidimensional Scaling and High Dimensional Clustering. Feasibi …

MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization. Deep Fundamental Matrix Estimation. Learnability of Learned Neural Networks. Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12). Discourse Coherence Through the Lens of an Annotated Text Corpus: A Case Study. A Multi …