Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …

Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity. Estimation and Tracking of AP-diameter of the Inferior Vena Cava in Ultrasound Images Using a Novel Active Circle Algorithm. Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging. Learning Sentence Em …

Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance. Image classification and retrieval with random depthwise signed convolutional neural networks. TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes. DORA The Explorer: Directed Outreaching Reinforcemen …

Contrastive Explanation: A Structural-Model Approach. DeepDrum: An Adaptive Conditional Neural Network. ICADx: Interpretable computer aided diagnosis of breast masses. Learning Tensor Latent Features. Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction. Deep Learning for Digital Text Analytics: Sentiment …

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. Data-driven Blockbuster Planning on Online Movie Knowledge Library. Fast determinantal point processes via distortion-free intermediate sampling. Quantization Error as a Metric for Dynamic Precision Scaling in Neural Net Training. Multi-Task Determinantal Point Proces …

Iterate averaging as regularization for stochastic gradient descent. Interest Point Detection based on Adaptive Ternary Coding. Hole Filling with Multiple Reference Views in DIBR View Synthesis. On the Implicit Bias of Dropout. An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics. Sound …

Agreement-based Learning. Using Detailed Access Trajectories for Learning Behavior Analysis. Computable Variants of AIXI which are More Powerful than AIXItl. Probabilistic Clustering Using Maximal Matrix Norm Couplings. Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study. On preserving n …

Differentiable Submodular Maximization. Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features. Risk and parameter convergence of logistic regression. Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue. Hand Gesture Detection and Conversion to Speech and Text. …

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 …

Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks. Admissible Abstractions for Near-optimal Task and Motion Planning. Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers. Incremental Predictive Process Monitoring: How to Deal with the Variability of Real E …

Gesture Recognition: Focus on the Hands. PDF-to-Text Reanalysis for Linguistic Data Mining. Examining Temporality in Document Classification. Fine-grained Semantic Textual Similarity for Serbian. SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation. LatentPoison – Adversarial Attacks On The Latent Space. Learning Hidden Unit …