Scalable Prototype Selection by Genetic Algorithms and Hashing. A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation. R-Clustering for Egocentric Video Segmentation. Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer. Graph-based Isometry Invariant Representation Learning. A Framework for Wassers …

Multilevel Context Representation for Improving Object Recognition. Enabling Reasoning with LegalRuleML. Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars. Stock Prediction: a method based on extraction of news features and recurrent neural networks. Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with …

Near Optimal Sketching of Low-Rank Tensor Regression. Visual Multiple-Object Tracking for Unknown Clutter Rate. Recovery of structure of looped jointed objects from multiframes. Ultrafast photonic reinforcement learning based on laser chaos. Guaranteed Parameter Estimation for Discrete Energy Minimization. Face Transfer with Generative Adversarial …

Achieving the time of $1$-NN, but the accuracy of $k$-NN. Recent Advances in Features Extraction and Description Algorithms: A Comprehensive Survey. Does mitigating ML’s impact disparity require treatment disparity?. Centrality measures for graphons: Accounting for uncertainty in networks. Automatic Response Assessment in Regions of Language Cortex …

An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning. A Supervised Approach to Extractive Summarisation of Scientific Papers. A Concave Optimization Algorithm for Matching Partially Overlapping Point Sets. Recommendation under Capacity Constraints. Defense semantics of argumentation: encoding rea …

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. Compression-Based Regularization with an Application to Multi-Task Learning. Deep Learning the Ising Model Near Criticality. Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. Fishing for Clickbaits in Social Images and Text …

PathTrack: Fast Trajectory Annotation with Path Supervision. Lower Bounds for Higher-Order Convex Optimization. Social Fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling. Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. Sampling-based speech parameter generation using moment-matching network …

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking. Few-Shot Adversarial Domain Adaptation. Exploring Human-like Attention Supervision in Visual Question Answering. Network Vector: Distributed Representations of Networks with Global Context. Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation …

Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning. Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. Recommendation with k-anonymized Ratings. An Actor-Critic Contextual …

Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. Analogy Mining for Specific Design Needs. Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation. Modular Continual Learning in a Unified Visual Environment. Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method. When Kernel Methods meet Fe …

From FOAF to English: Linguistic Contribution to Web Semantics. Targeting EEG/LFP Synchrony with Neural Nets. Non-Markovian Globally Consistent Multi-Object Tracking. INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis. TSA-INF at SemEval-2017 Task 4: An Ensemble of Deep Learning Architectur …

Building timelines of soccer matches from Twitter. Bayesian Dyadic Trees and Histograms for Regression. Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. Zero-Inflated Exponential Family Embeddings. Clustering High Dimensional Dynamic Data Streams. Multiple Clustering Views from Multiple Uncertain Experts. Machine Learni …

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs. SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs …