Super-resolution of Sentinel-2 images: Learning a globally applicable deep neural network. Photo-Realistic Blocksworld Dataset. Where are the Blobs: Counting by Localization with Point Supervision. Improving Object Counting with Heatmap Regulation. Perceptual deep depth super-resolution. DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinf …

Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification. Counting the uncountable: deep semantic density estimation from Space. Scanner: Efficient Video Analysis at Scale. Optimizing Prediction Intervals by Tuning Random Forest via Meta-Validation. LISA: Explaining Recurrent Neural Network Judgments …

Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling. Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism. Deep reinforcement learning for search, recommendation, and online advertising: a survey. Color Sails: Discrete-Continuous Palettes for Deep Color Explo …

FUNN: Flexible Unsupervised Neural Network. Confidence Inference for Focused Learning in Stereo Matching. Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Correlation Propagation Networks for Scene Text Detection. Embedding Learning Through Multilingual Concept Induction. QADiver: Interactive Framework for Diagnosin …

Towards Accurate Generative Models of Video: A New Metric & Challenges. XBART: Accelerated Bayesian Additive Regression Trees. The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios. Learning from Positive and Unlabeled Data under the Selected At Random Assumption. A Possibility Distribution Based Multi-Criteria Deci …

When Does Hillclimbing Fail on Monotone Functions: An entropy compression argument. Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks. A Statistical Method for Object Counting. Adaptive Representation Selection in Contextual Bandit. Do deep nets really need weight decay and dropout?. Admissible Time Series Motif Discov …

Class-Agnostic Counting. Clustering Player Strategies from Variable-Length Game Logs in Dominion. Dealing with Difficult Minority Labels in Imbalanced Mutilabel Data Sets. Voice Conversion with Conditional SampleRNN. Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking. Fi …

Gradient descent in higher codimension. Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model. Sigsoftmax: Reanalysis of the Softmax Bottleneck. An Image Processing based Object Counting Approach for Machine Vision Application. Exploration on Grounded Word Embedding: Matching Words and Images with …

Automated Process Planning for Hybrid Manufacturing. Moving Vehicle Detection Using AdaBoost and Haar-Like Feature in Surveillance Videos. A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents. Diversity and degrees of freedom in regression ensembles. Embarrassingly Simple Model for Early Action Pro …

Neural Poetry Translation. Emotional Attention: A Study of Image Sentiment and Visual Attention. A Simple Fully Connected Network for Composing Word Embeddings from Characters. Underspecified Universal Dependency Structures as Inputs for Multilingual Surface Realisation. A Unified Framework for Extensive-Form Game Abstraction with Bounds. Exploring …