Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning. AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification. Hierarchical Quantized Representations for Script Generation. Simple Baselines for Human Pose Estimation and Tracking. Mapping In …

Efficient Pose Tracking from Natural Features in Standard Web Browsers. Im2Struct: Recovering 3D Shape Structure from a Single RGB Image. Designing communication systems via iterative improvement: error correction coding with Bayes decoder and codebook optimized for source symbol error. Adaptive Structural Learning of Deep Belief Network for Medica …

From POS tagging to dependency parsing for biomedical event extraction. Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. Adversarial Logit Pairing. Stories for Images-in-Sequence by using Visual and Narrative Components. On Learning Intrinsic Rewards for Policy Gradient Methods. Pose Flow: Efficient Online Pose Tr …

Multi-granularity Generator for Temporal Action Proposal. Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method. Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold. Multidomain Document Layout Understanding using Few Shot Object Detection. Intrinsic Universal Measurements o …

Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. Self-Adversarially Learned Bayesian Sampling. A General Theory of Equivariant CNNs on Homogeneous Spaces. Identification of Cancer – Mesothelioma Disease Using Logistic Regression and Association Rule. Towards Imperceptible and Robust Adversarial Example Attacks agains …

Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition. High Dimensional Robust Sparse Regression. Robust pose tracking with a joint model of appearance and shape. Multilayer Network Model of Movie Script. Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. On a hypergraph probabilist …

Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems. Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning. Identifying Land Patterns from Satellite Imagery in Amazon Rainforest using Deep Learning. The Entropy of Artificial Intelligence an …

Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks. Dense neural networks as sparse graphs and the lightning initialization. Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes. Deep Inferential Spatial-Temporal Network for Forecasting Air Pollution Concentrations. Component …

Active Testing: An Efficient and Robust Framework for Estimating Accuracy. Mix&Match - Agent Curricula for Reinforcement Learning. Inducing and Embedding Senses with Scaled Gumbel Softmax. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Regularizing Deep Hashing Networks Using GA …

A Practical Algorithm for Distributed Clustering and Outlier Detection. Uniform Convergence of Gradients for Non-Convex Learning and Optimization. Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT …

Features, Projections, and Representation Change for Generalized Planning. Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 3D-DETNet: a Single Stage Video-Based Vehicle Detector. Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. Evaluating Merging Strategies for Sampling-based Uncertainty Techn …

Multi-Level Policy and Reward Reinforcement Learning for Image Captioning. JAIST Annotated Corpus of Free Conversation. Connecting Language and Vision to Actions. Out-of-domain Detection based on Generative Adversarial Network. Now You Shake Me: Towards Automatic 4D Cinema. An Encoder-decoder Approach to Predicting Causal Relations in Stories. A Go …

Discovering Phonesthemes with Sparse Regularization. Proceedings of the 22nd Conference on Computational Natural Language Learning. Proceedings of the 5th Workshop on Argument Mining. Grapheme-level Awareness in Word Embeddings for Morphologically Rich Languages. TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Class …