Improved and Scalable Online Learning of Spatial Concepts and Language Models with Mapping. Images & Recipes: Retrieval in the cooking context. No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling. Extending Pretrained Segmentation Networks with Additional Anatomical Structures. Temporal Regularization in Markov Decision Proc …

Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation. BOHB: Robust and Efficient Hyperparameter Optimization at Scale. A New Benchmark and Progress Toward Improved Weakly Supervised Learning. Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. FRAGE: Frequency-Agnostic Word Repres …

Discovering General-Purpose Active Learning Strategies. Assessing fish abundance from underwater video using deep neural networks. Biologically-plausible learning algorithms can scale to large datasets. Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. Cross-domain Human Parsing via Adversarial Feature and Label Adaptation. …

Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart. A geometric characterisation of sensitivity analysis in monomial models. Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification. Dual approach for object tracking based on optical flow and swarm intelligence. Artificial …

A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support. Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition. Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification. Visual Psychophysics for M …