Learning to solve inverse problems using Wasserstein loss. Boltzmann machines and energy-based models. Beetle Antennae Search without Parameter Tuning (BAS-WPT) for Multi-objective Optimization. Parametrization and generation of geological models with generative adversarial networks. A Fast and Robust TSVM for Pattern Classification. Formal Verific …

Meta-Learning MCMC Proposals. A Supervised STDP-based Training Algorithm for Living Neural Networks. Single-pixel imaging with Morlet wavelet correlated random patterns. A generalized multivariate Student-t mixture model for Bayesian classification and clustering of radar waveforms. Post-hoc labeling of arbitrary EEG recordings for data-efficient e …

Markov chain Hebbian learning algorithm with ternary synaptic units. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code. Scalable Object Detection for Stylized Objects. Smart Augmentation - Learnin …

Investigation of Using VAE for i-Vector Speaker Verification. On the Local Structure of Stable Clustering Instances. A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. Diversified Texture Synthesis with Feed-forward Networks. Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Pre …

Solving $\ell^p!$-norm regularization with tensor kernels. Deep Learning for automatic sale receipt understanding. Gaussian Filter in CRF Based Semantic Segmentation. Q-Learning Algorithm for VoLTE Closed-Loop Power Control in Indoor Small Cells. Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks. Learning to segment on tiny …

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking. Few-Shot Adversarial Domain Adaptation. Exploring Human-like Attention Supervision in Visual Question Answering. Network Vector: Distributed Representations of Networks with Global Context. Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation …