End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. Enhancing Adversarial Example Transferability with an Interm …

Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification. Meta-learning of textual representations. Query-based Deep Improvisation. Adversarial Feature Distribution Alignment for Semi-Supervised Learning. DeepShift: Towards Multiplication-Less Neural Networks. Multimodal Transformer for Unaligned Multimodal Language Sequences. Aestheti …

A Multi-level procedure for enhancing accuracy of machine learning algorithms. Template-free Data-to-Text Generation of Finnish Sports News. On the (In)fidelity and Sensitivity for Explanations. Regression Concept Vectors for Bidirectional Explanations in Histopathology. ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. BMN: Boun …

On Data-Selective Learning. Hotel Recommendation System. Temporally-Biased Sampling Schemes for Online Model Management. Input-Output Equivalence of Unitary and Contractive RNNs. Supervised learning improves disease outbreak detection. Adaptive Sequence Submodularity. HEMELB Acceleration and Visualization for Cerebral Aneurysms. Motorway Traffic Fl …

#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement. Simple yet efficient real-time pose-based action recognition. Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German. Unsupervised Dialog Structure Learning. EATEN: Entity-aware Attention for Single Shot Visual Text Extract …

Extending and Automating Basic Probability Theory with Propositional Computability Logic. Array Codes with Local Properties. Smoothing Structured Decomposable Circuits. Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning. Scaling data-driven robotics with reward sketching and batch reinforcement learning. Sparse-GAN …

Estimating the Algorithmic Variance of Randomized Ensembles via the Bootstrap. KRM-based Dialogue Management. One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. Automatic Routing of Goldstone Diagrams using Genetic Algorithms. Examining the Presence of Gender Bias in Customer Reviews Using Word Embedding. Towards Ethical Machin …

A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access. Distributed Learning of Deep Neural Networks using Independent Subnet Training. Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. A Variation …

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 …

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness. ACE: Adapting to Changing Environments for Semantic Segmentation. Synthesizing Visual Illusions Using Generative Adversarial Networks. Deep Multi-class Adversarial Specularity Removal. Ban …

Fixed-Confidence Guarantees for Bayesian Best-Arm Identification. Revealing Scenes by Inverting Structure from Motion Reconstructions. ClsGAN: Selective Attribute Editing Based On Classification Adversarial Network. Multiobjective Coverage Path Planning: Enabling Automated Inspection of Complex, Real-World Structures. Learning with Partially Ordere …