Graph Pruning for Model Compression. CARS: Continuous Evolution for Efficient Neural Architecture Search. Visual Wake Words Dataset. Bypassing Backdoor Detection Algorithms in Deep Learning. A Random Gossip BMUF Process for Neural Language Modeling. AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning. Unpaired Image Enhancement Featur …

Multi-Sensor 3D Object Box Refinement for Autonomous Driving. SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory. Semantic Enrichment of Streaming Healthcare Data. Visualizing and Understanding the Effectiveness of BERT. Quadratic Surface Support Vector Machine with L1 Norm Regularization. Constructing a Data Visualization Recommender …

Accurate Entrance Position Detection Based on Wi-Fi and GPS Signals Using Machine Learning. Ensemble Neural Networks (ENN): A gradient-free stochastic method. Learning to generate new indoor scenes. Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks. SDFDiff: Differentiable Rendering of Signed Distance Fiel …

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection. Universal Hysteresis Identification Using Extended Preisach Neural Network. Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Adaptive versus Standard Descent Methods and Robust …

Fitness Dependent Optimizer: Inspired by the Bee Swarming Reproductive Process. Determining Relative Argument Specificity and Stance for Complex Argumentative Structures. CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions. OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations. Identification of gateke …

Seismic data interpolation based on U-net with texture loss. Remote Estimation of Free-Flow Speeds. Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem. Monocular Plan View Networks for Autonomous Driving. Argument Identification in Public Comments from eRulemaking. PEGASUS: Pre-training with Extracted Gap-sentences for …

Word-order biases in deep-agent emergent communication. Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners. A Speech Act Classifier for Persian Texts and its Application in Identify Speech Act of Rumors. MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. Time series model s …

End-to-end Anchored Speech Recognition. Social and Scene-Aware Trajectory Prediction in Crowded Spaces. Characterizing Distribution Equivalence for Cyclic and Acyclic Directed Graphs. Almost Tune-Free Variance Reduction. Robust Deep Networks with Randomized Tensor Regression Layers. Striking the Right Balance with Uncertainty. Sound source detectio …

Breast Anatomy Enriched Tumor Saliency Estimation. A dual mode adaptive basal-bolus advisor based on reinforcement learning. Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. Meaning to Form: Measuring Systematicity as Information. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong L …

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …

Proceedings of the 6th Workshop on Argument Mining. Unsupervised Rewriter for Multi-Sentence Compression. Multi-Task Multi-Sensor Fusion for 3D Object Detection. EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations. UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention- …

Feature Extraction Based Machine Learning for Human Burn Diagnosis From Burn Images. One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training. MixFeat: Mix Feature in Latent Space Learns Discriminative Spac …