Subject Cross Validation in Human Activity Recognition. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. Integrating Relation Constraints with Neural Relation Extractors. Speaker Adaptive Training using Model Agnostic Meta-Learning. Meta-learning fo …

Towards Interactive Training of Non-Player Characters in Video Games. Counterpoint by Convolution. Incremental Learning Techniques for Semantic Segmentation. Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning. How to Initialize your Network? Robust Initialization for WeightNorm & ResNets. Anti …

Exploring Language Similarities with Dimensionality Reduction Technique. Practical Deep Learning with Bayesian Principles. MLQA: Evaluating Cross-lingual Extractive Question Answering. Attentive Modality Hopping Mechanism for Speech Emotion Recognition. Temporal Localization of Moments in Video Collections with Natural Language. An Unsupervised Aut …

Static Analysis for Probabilistic Programs. Walling up Backdoors in Intrusion Detection Systems. A Linear Systems Theory of Normalizing Flows. Distinguishing mirror from glass: A ‘big data’ approach to material perception. Iterative Collaborative Filtering for Sparse Noisy Tensor Estimation. Learning Transferable Features for Speech Emotion Recogni …

High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks. Hierarchic Neighbors Embedding. Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders. Incremental Learning from Scratch for Task-Oriented Dialogue Systems. Scalable and Order-robust Continual Learning with Additive Para …

Overparameterized Neural Networks Can Implement Associative Memory. Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition. Design and Interpretation of Universal Adversarial Patches in Face Detection. Automobile Theft Detection by Clustering Owner Driver Data. Mitigation of Adversarial Examples in RF Deep Classifiers …

Two-Stream FCNs to Balance Content and Style for Style Transfer. Data Augmentation for Deep Transfer Learning. Continuous Value Iteration (CVI) Reinforcement Learning and Imaginary Experience Replay (IER) for learning multi-goal, continuous action and state space controllers. Pitch-Synchronous Single Frequency Filtering Spectrogram for Speech Emoti …

Neural Text Summarization: A Critical Evaluation. Symplectic Recurrent Neural Networks. Learning-based Model Predictive Control for Smart Building Thermal Management. Understanding Troll Writing as a Linguistic Phenomenon. Sistema Sensor para el Monitoreo Ambiental Basado en Redes Neuronales. Not All Attention Is Needed: Gated Attention Network for …

Robust approximate linear regression without correspondence. Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data. Learning Erdős-Rényi Random Graphs via Edge Detecting Queries. Multiscale Principle of Relevant Information for Hyperspectral Image Classification. REFINED (REpresen …

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging. BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA. Novelty Detection via Network Saliency in Visual-based Deep Learning. Vis …

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making. The Runtime of the Compact Genetic Algorithm on Jump Functions. Learning Variable Ordering Heuristics for Solving Constraint Satisfaction P …

Lower Bounds for Compressed Sensing with Generative Models. Recurrent Attention Walk for Semi-supervised Classification. Classification of spherical objects based on the form function of acoustic echoes. A Generative Model for Punctuation in Dependency Trees. Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in …

A Selective Overview of Deep Learning. Hierarchical Reinforcement Learning for Quadruped Locomotion. Self-Organization and Artificial Life. Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. Semi-supervised voice conversion with amortized variational inference. Investigation of Error Simulation T …