Differentiable Sparsification for Deep Neural Networks. Gated neural networks for implied volatility surfaces. Effective Network Compression Using Simulation-Guided Iterative Pruning. AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. Transformer Based Reinforcement Learning For Games. Turing-Completeness of Dyna …

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection. TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning. Deep Coordination Graphs. Controllable Artistic Text Style Transfer via Shape-Matching GAN. Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-A …

Controllable Data Synthesis Method for Grammatical Error Correction. Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. Interpreting deep learning prediction of the Parkinson’s disease diagnosis from SPECT imaging. Obfuscation via Information Density Estimation. Analyzing the Limitations of Cross-lingual Word Embedding Mappings. Multisc …