An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image. Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. Markov Random Fields for Collaborative Filtering. Human Attention in Image Captioning: Dataset and Analysis. An investigation of model-free planning. Discovery of Natural Language Concepts in Indi …

Using Neural Networks for Programming by Demonstration. Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. Deep Reinforcement Learning for Motion Planning of Mobile Robots. Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Da …

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks. On the Adversarial Robustness of Neural Networks without Weight Transport. Simultaneous prediction of multiple outcomes using revised stacking algorithms. Elaboration Tolerant Representation of Markov Decision Process via Decision-Theoretic Extension of Probabilis …

Cardiac MRI Segmentation with Strong Anatomical Guarantees. A necessary and sufficient stability notion for adaptive generalization. Necessary and Sufficient Geometries for Gradient Methods. Adaptive Configuration Oracle for Online Portfolio Selection Methods. Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay …

Performance Evaluation of Two-layer lossless HDR Coding using Histogram Packing Technique under Various Tone-mapping Operators. Domain Adaptive Transfer Learning for Fault Diagnosis. Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations. Topological Feature Vectors for Chatter Detection in Turning Processes. On Robustn …