Contrastive Learning of Structured World Models. Span-based Joint Entity and Relation Extraction with Transformer Pre-training. Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking. Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems. Learning Vector-valued Functions wit …

Neural ODEs as the Deep Limit of ResNets with constant weights. DialectGram: Detecting Dialectal Variation at Multiple Geographic Resolutions. Lung nodule segmentation via level set machine learning. A New Lower Bound for Kullback-Leibler Divergence Based on Hammersley-Chapman-Robbins Bound. Does Adam optimizer keep close to the optimal point?. N2D …

FastEstimator: A Deep Learning Library for Fast Prototyping and Productization. Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits. Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm. Dynamic Multi-path Neural Network. Promotion of Answer Value Measurement with Do …

Toward Filament Segmentation Using Deep Neural Networks. Online Learning in Planar Pushing with Combined Prediction Model. NLVR2 Visual Bias Analysis. Convergence to minima for the continuous version of Backtracking Gradient Descent. Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers. AI and Holistic Revi …

Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization. Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. Learning Task-Oriente …

Your Gameplay Says It All: Modelling Motivation in Tom Clancy’s The Division. Solving the Reaction-Diffusion equation based on analytical methods and deep learning algorithm; the Case study of sulfate attack to concrete. A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing. High-speed Video from Asynchronous Camera A …

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion. Clustering piecewise stationary processes. Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning. Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assista …

Two-stage Training for Chinese Dialect Recognition. Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks. Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. Adversarial Training for Multilingual Acoustic Modeling. Assessing the Benchmarking Capacity of Machine Reading Comprehension Datase …

Beyond 5G: Leveraging Cell Free TDD Massive MIMO using Cascaded Deep learning. Model Agnostic Contrastive Explanations for Structured Data. Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss. Customizable Architecture Search for Semantic Segmentation. Cross-Modal Self-Attention Network for Referring Image Segmentation. Facial Pose Est …

User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …

Complaint Analysis and Classification for Economic and Food Safety. Efficient Parameter-Free Clustering Using First Neighbor Relations. Enhancing BERT for Lexical Normalization. Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language. SpiderBoost a …