Using Reinforcement Learning in the Algorithmic Trading Problem. Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning. Variational Inference with Vine Copulas: An efficient Approach for Bayesian Computer Model Calibration. Ensemble neural network forecasts with singular value decomposition. Error …

Adversarial Continual Learning. State-Aware Tracker for Real-Time Video Object Segmentation. FedDANE: A Federated Newton-Type Method. Gimme Signals: Discriminative signal encoding for multimodal activity recognition. On the Road with 16 Neurons: Mental Imagery with Bio-inspired Deep Neural Networks. Adapting Deep Learning for Sentiment Classificati …

The Reciprocal Bayesian LASSO. Certified Defenses for Adversarial Patches. Training Binary Neural Networks using the Bayesian Learning Rule. AMAGOLD: Amortized Metropolis Adjustment for Efficient Stochastic Gradient MCMC. Tidying Deep Saliency Prediction Architectures. Directional Deep Embedding and Appearance Learning for Fast Video Object Segment …

Robust binary classification with the 01 loss. CRVOS: Clue Refining Network for Video Object Segmentation. Mean shift cluster recognition method implementation in the nested sampling algorithm. The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation. Low Resource Neural Machine Translation: A Be …

ScanSSD: Scanning Single Shot Detector for Mathematical Formulas in PDF Document Images. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations. Machine-Learning-Based Diagnostics of EEG Pathology. MAST: A Memory-Augmented Self-supervised Tracker. Selecting time-series hyperparameters with the ar …

3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection. Practical and Bilateral Privacy-preserving Federated Learning. UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking. A Graph-Based Approach for Active Learning in Regression. Supervised Discriminative Sparse PCA with Adaptive Neighbors for …