Zero-Shot Learning - The Good, the Bad and the Ugly. Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control. SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person. Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. Expecting the Unexpected …

Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters. Associative Domain Adaptation. Automated Hate Speech Detection and the Problem of Offensive Language. Cross-Validation with Confidence. Convolutional Dictionary Learning via Local Processing. Attention-based Extraction of Structured Inform …

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents. Towards Real-Time Advancement of Underwater Visual Quality with GAN. PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning. Bidirectional deep-readout echo state networks. PWLS-ULTRA: An Efficient Clustering an …

Bayesian Cluster Enumeration Criterion for Unsupervised Learning. BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. Developing a comprehensive framework for multimodal feature extraction. A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. Towards Alzheimer’s Disease Classification throug …

Examining CNN Representations with respect to Dataset Bias. Crop Planning using Stochastic Visual Optimization. Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary. Collaborative Summarization of Topic-Related Videos. Surfacing contextual hate speech words within social media. Face-to-BMI: Using Computer Vision to Infer Body …

Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas. Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables. Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion. Compressive Sensing via Convolutional Factor Analysis. Parallelizing Linear Recurrent Neural Nets Over Se …

Transparent text quality assessment with convolutional neural networks. Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks. Language Based Mapping of Science Assessment Items to Skills. Regularized Modal Regression with Applications in Cognitive Impairment Prediction. Visualiza\cc~ao de gloss'ario …

Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. Good News vs. Bad News: What are they talking about?. Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition. Dependency Structure of Binary Conjunctions(of the IF\ldots, THEN\ldots Type). Creation and evaluat …