A Selective Overview of Deep Learning. Hierarchical Reinforcement Learning for Quadruped Locomotion. Self-Organization and Artificial Life. Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. Semi-supervised voice conversion with amortized variational inference. Investigation of Error Simulation T …

Temporal-Clustering Invariance in Irregular Healthcare Time Series. V2S attack: building DNN-based voice conversion from automatic speaker verification. Cost-sensitive Selection of Variables by Ensemble of Model Sequences. Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives. Benchmarking air-conditioning e …

Topological based classification using graph convolutional networks. Max-Plus Matching Pursuit for Deterministic Markov Decision Processes. Large Scale Markov Decision Processes with Changing Rewards. Inverse Rendering Techniques for Physically Grounded Image Editing. DeepDrawing: A Deep Learning Approach to Graph Drawing. Differential Recurrent Ne …

Building Dynamic Knowledge Graphs from Text-based Games. Drishtikon: An advanced navigational aid system for visually impaired people. Unsupervised routine discovery in egocentric photo-streams. Action Recognition Using Volumetric Motion Representations. Coloring the Black Box: Visualizing neural network behavior with a self-introspective model. Op …

hauWE: Hausa Words Embedding for Natural Language Processing. Bag of Color Features For Color Constancy. Curve Text Detection with Local Segmentation Network and Curve Connection. Two-Hop Walks Indicate PageRank Order. Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network. Collaborative Interactive …

Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising. CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion. Hybrid Kronecker Product Decomposition and Approximation. A superpixel-driven deep learning approach for the analysis of dermatological wounds. A note on the quasiconvex Jensen divergences and the quasiconvex Br …