Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition. Learning Generalizable Representations via Diverse Supervision. Exploring large scale public medical image datasets. Graph Construction from Data using Non Negative Kernel regression (NNK Graphs). Adversarial Learning of Disentangled a …

Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data. Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering. Model Slicing for Supporting Complex Analytics with El …

End-to-End Trainable Non-Collaborative Dialog System. Soccer Team Vectors. Adversarial Pixel-Level Generation of Semantic Images. Identifying Pediatric Vascular Anomalies With Deep Learning. Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback. Multi-scale Octave Convolutions for Robust Speech Recognition. Why do These Match? …

WCE Polyp Detection with Triplet based Embeddings. Accurate Vision-based Manipulation through Contact Reasoning. Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding. Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?. How Robust Are Graph Neural Networks to Structural Noise?. A Fast-Optimal Guara …

Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation. Elimination of All Bad Local Minima in Deep Learning. Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization. Is Two Better than One? Effects of Multiple Agents on User Persuasion. Deep Autotuner: A Data-Driven Approach to Natural-Soundin …