Representation Tradeoffs for Hyperbolic Embeddings. GANs beyond divergence minimization. Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors. Geometry-Contrastive GAN for Facial Expression Transfer. InstaNAS: Instance-aware Neural Architecture Search. Adversarial Uncertainty Quantification in Physics-Informed Neural Network …

Auto-Encoding Variational Neural Machine Translation. Unsupervised Discovery of Object Landmarks as Structural Representations. Efficient Formal Safety Analysis of Neural Networks. Extended Isolation Forest. Self-supervised learning of a facial attribute embedding from video. Improved Fusion of Visual and Language Representations by Dense Symmetric …

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments. General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms. Affinity Derivation and Graph Merge for Instance Segmentation. SNIPER: Efficient Multi-Scale Training. Depth-aware CNN for RGB-D Segmenta …