High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection. Information Losses in Neural Classifiers from Sampling. Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift. Online Replanning in Belief Space for Partially Observable Task and Motion Problems. Point Clouds …

Compact Feature Learning for Multi-Domain Image Classification. Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation. Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation. Attentive Region Embedding Network for Zero-Shot Learning. On th …

Cross-Sentence Grammatical Error Correction. Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering. Consistency-based anomaly detection with adaptive multiple-hypotheses predictions. Multi-Relational Script Learning for Discourse Relations. Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness …

Unseen Action Recognition with Unpaired Adversarial Multimodal Learning. Zeyad at SemEval-2019 Task 6: That’s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets.. Model Compression with Generative Adversarial Networks. Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regressi …