Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware. Applying Deep Learning To Airbnb Search. Fine-grained Activity Recognition in Baseball Videos. Commonsense for Generative Multi-Hop Question Answering Tasks. Visual Reasoning by Progressive Module Networks. In …

Temporal Gaussian Mixture Layer for Videos. Hyperspherical Variational Auto-Encoders. Conditional Linear Regression. Efficient Model-Free Reinforcement Learning Using Gaussian Process. Neural Processes. Deep Underwater Image Enhancement. Comparing Dynamics: Deep Neural Networks versus Glassy Systems. End-to-End Speech Recognition From the Raw Wavef …

Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture. Motivating the Rules of the Game for Adversarial Example Research. Adversarial vulnerability for any classifier. Representation Learning for Spatial Graphs. On Bi-Objective convex-quadratic problems. Multi-Task Learning with Incomplete Data for Healthcar …

Higher-order Graph Convolutional Networks. Unsupervised learning of foreground object detection. Online learning with kernel losses. Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification. Computational Graph Approach for Detection of Composite Human Activities. AAD: Adaptive Anomaly De …

DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks. End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models. Minimax Lower Bounds for $\mathcal{H}_\infty$-Norm Estimation. Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach. MONET: Multiview Semi …

Learning Time-Sensitive Strategies in Space Fortress. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Boosting Domain Adaptation by Discovering Latent Domains. InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics. End-to-End Latent Fingerprint Search. …

Gaussian Word Embedding with a Wasserstein Distance Loss. Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks. Learning From Positive and Unlabeled Data: A Survey. Mobility Mode Detection Using WiFi Signals. The closed loop between opinion formation and personalised recommendations. Multi-task learning of daily wor …

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning. A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content. Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes. When will you do what? - Anticip …

Ranking CGANs: Subjective Control over Semantic Image Attributes. A Non-Technical Survey on Deep Convolutional Neural Network Architectures. Attention-Aware Generative Adversarial Networks (ATA-GANs). One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection. Efficient sampling for Gaussian linear regression wi …

Hyperbolic Deep Learning for Chinese Natural Language Understanding. Domain Confusion with Self Ensembling for Unsupervised Adaptation. Social Media Analysis For Organizations: Us Northeastern Public And State Libraries Case Study. RIFT: Multi-modal Image Matching Based on Radiation-invariant Feature Transform. Semi-supervised classification by rea …

A Comprehensive Survey of Deep Learning for Image Captioning. Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Arianna+: Scalable Human Activity Recognition by Reasoning with a Network of Ontologies. Linear Span Network for Object Skeleton Detection. State-space analysis of an Ising model reveal …

A New Optimization Layer for Real-Time Bidding Advertising Campaigns. STS Classification with Dual-stream CNN. Jointly Localizing and Describing Events for Dense Video Captioning. C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. Spatial Morphing Kernel Regression For Feature Interpolation. Simplifying Senten …

Semantically Equivalent Adversarial Rules for Debugging NLP models. LiDo RDF: From a Relational Database to a Linked Data Graph of Linguistic Terms and Bibliographic Data. MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Frame Interpolation and Enhancement. Resource Interoperability for Sustainable Benchmarking: T …

Automatic support vector data description. Triplet Loss in Siamese Network for Object Tracking. A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss. Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models. Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features. …

Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games. ScholarGraph:a Chinese Knowledge Graph of Chinese Scholars. A Painless Attention Mechanism for Convolutional Neural Networks. Recursive Binary Neural Network Learning Model with 2-bit/weight Storage Requirement. PunFields at SemEval-2018 Task 3: Detecting Irony by Tools o …