Model-based free-breathing cardiac MRI reconstruction using deep learned & STORM priors: MoDL-STORM. The steerable graph Laplacian and its application to filtering image data-sets. HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems. Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classificati …

Selective Zero-Shot Classification with Augmented Attributes. Short utterance compensation in speaker verification via cosine-based teacher-student learning of speaker embeddings. Deep Convolutional Neural Network for Plant Seedlings Classification. Generative x-vectors for text-independent speaker verification. Aligning Very Small Parallel Corpora …

A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM. Vision-Based Gait Analysis for Senior Care. Impact of Intervals on the Emotional Effect in Western Music. Concise Fuzzy Representation of Big Graphs: a Dimensionality Reduction Approach. Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using …

Brain decoding from functional MRI using long short-term memory recurrent neural networks. f-CNN$^{\text{x}}$: A Toolflow for Mapping Multiple Convolutional Neural Networks on FPGAs. Analysis of regularized Nyström subsampling for regression functions of low smoothness. Adversarially Robust Optimization with Gaussian Processes. A Variational Time S …