Subject Cross Validation in Human Activity Recognition. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. Integrating Relation Constraints with Neural Relation Extractors. Speaker Adaptive Training using Model Agnostic Meta-Learning. Meta-learning fo …

Kannada-MNIST: A new handwritten digits dataset for the Kannada language. Adversarial Robustness Against the Union of Multiple Perturbation Models. Two Decades of Network Science as seen through the co-authorship network of network scientists. Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. Asymmetric Shapley values: incorpo …

Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations. Very Long Natural Scenery Image Prediction by Outpainting. Inspirational Adversarial Image Generation. Attention Guided Network for Retinal Image Segmentation. Symmetry Detection and Classification in Drawings of Graphs. A Better Way to Attend: Atten …

Reasoning Visual Dialogs with Structural and Partial Observations. Multimodal Deep Learning for Finance: Integrating and Forecasting International Stock Markets. Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection. Learning Transformation Synchronization. miniSAM: A Flexible Factor Graph Non- …

Pretrained Language Models for Document-Level Neural Machine Translation. Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation. Single Camera Training for Person Re-identification. Image Deconvolution with Deep Image and Kernel Priors. Liver segmentation and metastases detection in MR images using convolutional neural …

The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers. An Image Segmentation Model Based on a Variational Formulation. Neighborhood Growth Determines Geometric Priors for Relational Representation Learning. Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. MMGAN: Generative Adversa …

Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression. Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering. Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion. DR$\vert$GRADUATE: uncertainty-aware deep learning-based diabetic retino …