Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. Attention-aware Multi-stroke Style Transfer. Polyglot Contextual Representations Improve Crosslingual Transfer. Billion-scale semi-supervised learning for image classification. HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning. Recommend …

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 …

4D X-Ray CT Reconstruction using Multi-Slice Fusion. A blockchain-orchestrated Federated Learning architecture for healthcare consortia. Painting with baryons: augmenting N-body simulations with gas using deep generative models. Simultaneously Learning Architectures and Features of Deep Neural Networks. Gating Revisited: Deep Multi-layer RNNs That …

Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog. Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog. Studying Software Engineering Patterns for Designing Machine Learning Systems. Co-Evolutionary Compression for Unpaired Image Translation. Order Optimal One-Shot Dis …

Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning. Incorporating Context and External Knowledge for Pronoun Coreference Resolution. Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification. An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training …

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 …

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. Receding Horizon Curiosity. GLTR: Statistical Detection and Visualization of Generated Text. $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR I …

Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation. The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation. Approximating probabilistic models as weighted finite automata. CAESAR source finder: recent developments and testing. Analysis of “User-Specific Effect” and Impact of Operator Skills on Fingerprint PA …

ODN: Opening the Deep Network for Open-set Action Recognition. Towards Corner Case Detection for Autonomous Driving. Perils of Zero-Interaction Security in the Internet of Things. Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. Peer-to-peer Federated Learning on Graphs. Evaluating Text-to-Image Matching …

Using Videos to Evaluate Image Model Robustness. Sub-pixel matching method for low-resolution thermal stereo images. Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition. A Collaborative Framework for High-Definition Mapping. Separating Argument Structure from Logical Structure in AMR. Taking …

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …

Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection. Short-and-Sparse Deconvolution – A Geometric Approach. Blind Image Deconvolution using Pretrained Generative Priors. An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. Edge Heuristic GAN for Non-uniform Blind Deblu …

Interactive Image Segmentation using Label Propagation through Complex Networks. A General Decoupled Learning Framework for Parameterized Image Operators. Improving performance and inference on audio classification tasks using capsule networks. Transductive Parsing for Universal Decompositional Semantics. Referring to Objects in Videos using Spatio …

Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions. Universal Lipschitz Approximation in Bounded Depth Neural Networks. Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes. Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. Aerial hyperspectra …

Temporal Registration in Application to In-utero MRI Time Series. Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization. Distributed Machine Learning on Mobile Devices: A Survey. Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. Spherical U-Net on Cortical …