The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool Aug 11, 2018 Open-Ended Question Answering
— Unverified 0Efficient human-like semantic representations via the Information Bottleneck principle Aug 9, 2018 Open-Ended Question Answering
— Unverified 0On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization Aug 8, 2018 Open-Ended Question Answering Stochastic Optimization
— Unverified 0Hierarchical Clustering better than Average-Linkage Aug 7, 2018 Clustering Open-Ended Question Answering
— Unverified 0Finite State Reasoning for Presupposition Satisfaction Aug 1, 2018 Open-Ended Question Answering
— Unverified 0An Empirical Study on Fine-Grained Named Entity Recognition Aug 1, 2018 Chatbot named-entity-recognition
— Unverified 0Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification Jul 29, 2018 Open-Ended Question Answering Person Re-Identification
Code Code Available 0Optimal Bounds on the VC-dimension Jul 20, 2018 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Optimal occlusion uniformly partitions red blood cells fluxes within a microvascular network Jul 13, 2018 Blocking Open-Ended Question Answering
— Unverified 0Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization Jul 11, 2018 Open-Ended Question Answering
— Unverified 0Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks Jul 5, 2018 Atari Games Deep Reinforcement Learning
— Unverified 0End-to-End Learning on 3D Protein Structure for Interface Prediction Jul 3, 2018 Open-Ended Question Answering Protein Interface Prediction
Code Code Available 0Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory Jul 1, 2018 Open-Ended Question Answering
— Unverified 0Quantity beats quality for semantic segmentation of corrosion in images Jun 30, 2018 Open-Ended Question Answering Segmentation
— Unverified 0Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Jun 28, 2018 compressed sensing MRI Reconstruction
Code Code Available 0On the Complexity of Detecting Convexity over a Box Jun 16, 2018 Open-Ended Question Answering
— Unverified 0Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors Jun 13, 2018 Model Selection Open-Ended Question Answering
Code Code Available 0How much income inequality is fair? Nash bargaining solution and its connection to entropy Jun 13, 2018 Fairness Open-Ended Question Answering
— Unverified 0Conditional Noise-Contrastive Estimation of Unnormalised Models Jun 10, 2018 Density Estimation Open-Ended Question Answering
— Unverified 0PAC-learning in the presence of evasion adversaries Jun 5, 2018 Open-Ended Question Answering PAC learning
— Unverified 0Private PAC learning implies finite Littlestone dimension Jun 4, 2018 Open-Ended Question Answering PAC learning
— Unverified 0ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating Jun 4, 2018 Clustering Image Retrieval
— Unverified 0Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Open-Ended Question Answering
— Unverified 0LSTMs Exploit Linguistic Attributes of Data May 29, 2018 Memorization Open-Ended Question Answering
— Unverified 0Universality of Deep Convolutional Neural Networks May 28, 2018 Learning Theory Open-Ended Question Answering
— Unverified 0A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception May 28, 2018 Open-Ended Question Answering Predict Future Video Frames
— Unverified 0Dynamic Network Model from Partial Observations May 27, 2018 model Open-Ended Question Answering
— Unverified 0Variational Inference for Data-Efficient Model Learning in POMDPs May 23, 2018 Decision Making Decision Making Under Uncertainty
— Unverified 0Fully Understanding the Hashing Trick May 22, 2018 Open-Ended Question Answering
— Unverified 0SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning May 21, 2018 Deep Learning Open-Ended Question Answering
Code Code Available 0Sample Compression for Real-Valued Learners May 21, 2018 Open-Ended Question Answering regression
— Unverified 0Universal fluctuations in growth dynamics of economic systems May 21, 2018 Open-Ended Question Answering
— Unverified 0Parser Training with Heterogeneous Treebanks May 14, 2018 Open-Ended Question Answering
Code Code Available 0A survey and a new selection criterion for statistical home range estimation Apr 13, 2018 Open-Ended Question Answering
— Unverified 0Unspanned Stochastic Volatility in the Multi-factor CIR Model Apr 13, 2018 Open-Ended Question Answering
— Unverified 0Evaluation of Object Trackers in Distorted Surveillance Videos Apr 4, 2018 Object Object Tracking
— Unverified 0Feature Selective Small Object Detection via Knowledge-based Recurrent Attentive Neural Network Mar 13, 2018 Autonomous Driving Decision Making
— Unverified 0Disentangling the independently controllable factors of variation by interacting with the world Feb 26, 2018 Open-Ended Question Answering
— Unverified 0Adversarial Examples that Fool both Computer Vision and Time-Limited Humans Feb 22, 2018 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Constant Regret, Generalized Mixability, and Mirror Descent Feb 20, 2018 Open-Ended Question Answering
— Unverified 0Learning High-level Representations from Demonstrations Feb 19, 2018 Montezuma's Revenge Open-Ended Question Answering
— Unverified 0Stochastic subgradient method converges at the rate O(k^-1/4) on weakly convex functions Feb 8, 2018 Open-Ended Question Answering
Code Code Available 0TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions Jan 29, 2018 3D Medical Imaging Segmentation Diagnostic
Code Code Available 0The challenge of simultaneous object detection and pose estimation: a comparative study Jan 24, 2018 object-detection Object Detection
— Unverified 0Impact of Batch Size on Stopping Active Learning for Text Classification Jan 24, 2018 Active Learning General Classification
— Unverified 0Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture Jan 2, 2018 Open-Ended Question Answering SSIM
— Unverified 0On the Benefit of Combining Neural, Statistical and External Features for Fake News Identification Dec 11, 2017 Fake News Detection Feature Engineering
Code Code Available 0Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting Dec 7, 2017 Open-Ended Question Answering Spatio-Temporal Forecasting
— Unverified 0NEON+: Accelerated Gradient Methods for Extracting Negative Curvature for Non-Convex Optimization Dec 4, 2017 Open-Ended Question Answering
— Unverified 0Three Factors Influencing Minima in SGD Nov 13, 2017 Memorization Open-Ended Question Answering
— Unverified 0