Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward. RePAD: Real-time Proactive Anomaly Detection for Time Series. Better Boosting with Bandits for Online Learning. Dynamic ReLU. Accurately identifying vertebral levels in large datasets. Turning 30: New Ideas in Inductive Logic Programming. TGGLines: A Robust To …

BUT Opensat 2019 Speech Recognition System. Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data. Equivariant flow-based sampling for lattice gauge theory. Neural Networks are Surprisingly Modular. A Job-Assignment Heuristic for Lifelong Multi-Agent Path Finding Problem with Multiple Delivery Locations. Bipartite Link …

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata. Reduced Dilation-Erosion Perceptron for Binary Classification. Learning State Abstractions for Transfer in Continuous Control. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI C …

Self-guided Approximate Linear Programs. Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data. Improved Techniques for Training Single-Image GANs. A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems. Image Fine-grained …

Harnessing Code Switching to Transcend the Linguistic Barrier. Learning in Networked Control Systems. Adversarial Filters of Dataset Biases. Temporal Information Processing on Noisy Quantum Computers. Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300. Investigating Simple Object Representations …

Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics. Bayes-Probe: Distribution-Guided Sampling for Prediction Level Sets. Calibrate and Prune: Improving Reliability of Lottery Tickets Through Prediction Calibration. Deep Multi-Modal Sets. CALVIS: chest, waist and pelvis circumference from 3D hum …

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering. Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning. Dual Graph Representation Learning. Know Your Surroundings: Exploiting Scene Information for …

Caption Generation of Robot Behaviors based on Unsupervised Learning of Action Segments. A Deep Learning Approach to Behavior-Based Learner Modeling. Improving cross-lingual model transfer by chunking. Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese. Robust Learning-Based Control via Bootstrapped Multiplicative Noise. …

Efficacy of Pixel-Level OOD Detection for Semantic Segmentation. Customizing Sequence Generation with Multi-Task Dynamical Systems. Learning Representations in Reinforcement Learning: an Information Bottleneck Approach. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers. LEX-GAN: Layered Explainable Rumor Detector Based on …