DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data. Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks. Common-Knowledge Concept Recognition for SEVA. AvatarMe: Realistically Renderable 3D Facial Reconstruction “in-the-wild”. Sketch Less for More: On-the-Fly Fine-Grained Sketch Based …

A Hybrid Approach to Dependency Parsing: Combining Rules and Morphology with Deep Learning. Utilizing Human Memory Processes to Model Genre Preferences for Personalized Music Recommendations. Evolutionary algorithms for constructing an ensemble of decision trees. Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dy …

Fair Principal Component Analysis and Filter Design. Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning. Search Space of Adversarial Perturbations against Image Filters. Estimating Training Data Influence by Tracking Gradient Descent. …

On Demand Solid Texture Synthesis Using Deep 3D Networks. Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes. Adversarial Generation of Informative Trajectories for Dynamics System Identification. One-Shot Domain Adaptation For Face Generation. Learning to Fly via Deep Model-Based Reinforcement Learning. Dual-Attention GAN fo …

Learning scalable and transferable multi-robot/machine sequential assignment planning via graph embedding. Learning Generative Models using Denoising Density Estimators. Invertible generative models for inverse problems: mitigating representation error and dataset bias. XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings. A Bi …