Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition. Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network. Universal Style Transfer via Feature Transforms. Hashing as Tie-Aware Learning to Rank. Reconstructing Subject-Specific Effect Maps. MIHash: …

Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network. Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs. Fast Spectral Ranking for Similarity Search. Evaluating (and improving) the correspondence between deep neural networks and human representations …

Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation. Emotional Filters: Automatic Image Transformation for Inducing Affect. Unlocking the Potential of Simulators: Design with RL in Mind. Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI. Variational Joint Filtering. Minimal Solvers for Monocula …

Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?. Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs. RIDI: Robust IMU Double Integration. Neural Natural Language Inference Models Enhanced with External Knowled …

Dynamic Graph Convolutional Networks. A Color Quantization Optimization Approach for Image Representation Learning. Real-time visual tracking by deep reinforced decision making. Clustering Stable Instances of Euclidean k-means. A Survey on Deep Learning in Medical Image Analysis. Combining Real-Valued and Binary Gabor-Radon Features for Classificat …

The Expanding Approvals Rule: Improving Proportional Representation and Monotonicity. Bringing Impressionism to Life with Neural Style Transfer in Come Swim. Inter-Session Modeling for Session-Based Recommendation. Sensor Synthesis for POMDPs with Reachability Objectives. The impossibility of “fairness”: a generalized impossibility result for decis …

Urban morphology meets deep learning: Exploring urban forms in one million cities, town and villages across the planet. Decoding Epileptogenesis in a Reduced State Space. A natural approach to studying schema processing. Split and Rephrase. Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. Adversarial Attacks Beyon …