Decision Making

Paper Group AWR 65

Paper Group AWR 65

October 21, 2019

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans. End-to-end Multimodal Emotion and Gender Recognition with Dynamic Joint Loss Weights. Two-Player Games for Efficient Non-Convex Constrained Optimization. Automatic Article Commenting: the Task and Dataset. Conditional Generators of Words Definitions. SOLAR: Deep Structured Representations fo …
Paper Group AWR 69

Paper Group AWR 69

October 21, 2019

Bleaching Text: Abstract Features for Cross-lingual Gender Prediction. Interoceptive robustness through environment-mediated morphological development. Deep learning with differential Gaussian process flows. CSI-Net: Unified Human Body Characterization and Pose Recognition. Aequitas: A Bias and Fairness Audit Toolkit. Creative Invention Benchmark. …
Paper Group AWR 74

Paper Group AWR 74

October 21, 2019

Model-Based Reinforcement Learning via Meta-Policy Optimization. Neural-Davidsonian Semantic Proto-role Labeling. Deep Learning based Early Detection and Grading of Diabetic Retinopathy Using Retinal Fundus Images. Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. Generalized Cross Entropy Loss for Training Deep N …
Paper Group AWR 82

Paper Group AWR 82

October 21, 2019

RLgraph: Modular Computation Graphs for Deep Reinforcement Learning. Deep Learning for Classical Japanese Literature. Fast Online Object Tracking and Segmentation: A Unifying Approach. Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. NetGAN: Generating Graphs via Random Walks. Pre-training with …
Paper Group AWR 94

Paper Group AWR 94

October 21, 2019

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction. Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos. Integral Privacy for Sampling. A Reductions Approach to Fair Classification. MCRM: Mother Compact Recurrent Memory. Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Se …
Paper Group AWR 95

Paper Group AWR 95

October 21, 2019

Learning Graph-Level Representations with Recurrent Neural Networks. Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++. PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition. Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings. Detector monitoring with artificial neural networ …
Paper Group ANR 1

Paper Group ANR 1

October 20, 2019

Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks. An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power. Detecting truth, just on parts. Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. SpaRTA - Tracking a …
Paper Group ANR 11

Paper Group ANR 11

October 20, 2019

What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks. Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval. End-to-End Race Driving with Deep Reinforcement Learning. Selection Problems in the Presence o …
Paper Group ANR 3

Paper Group ANR 3

October 20, 2019

Convergence of Gradient Descent on Separable Data. Event-based Moving Object Detection and Tracking. Neuroscientific User Models: The Source of Uncertain User Feedback and Potentials for Improving Web Personalisation. Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data. Robust Nonparamet …
Paper Group ANR 30

Paper Group ANR 30

October 20, 2019

Robust Text Classifier on Test-Time Budgets. Multi-modality Sensor Data Classification with Selective Attention. Newton Methods for Convolutional Neural Networks. EML-NET:An Expandable Multi-Layer NETwork for Saliency Prediction. Fully Convolutional Adaptation Networks for Semantic Segmentation. Multi-Label Learning from Medical Plain Text with Con …
Paper Group ANR 39

Paper Group ANR 39

October 20, 2019

Starting Movement Detection of Cyclists Using Smart Devices. Optimization Design of Decentralized Control for Complex Decentralized Systems. Unsupervised Cross-lingual Word Embedding by Multilingual Neural Language Models. Subsampling MCMC - An introduction for the survey statistician. GroundNet: Monocular Ground Plane Normal Estimation with Geomet …
Paper Group ANR 45

Paper Group ANR 45

October 20, 2019

Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. Semi-parametric Image Synthesis. Transparency and Explanation in Deep Reinforcement Learning Neural Networks. Oblique Stripe Removal in Remote Sensing Images via Oriented …
Paper Group ANR 48

Paper Group ANR 48

October 20, 2019

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication. WebSeg: Learning Semantic Segmentation from Web Searches. A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things. Quick Best Action Identification in Linear Bandit Problems. Document Chunking and Learning Objective Generation for …
Paper Group ANR 5

Paper Group ANR 5

October 20, 2019

A PTAS for $\ell_p$-Low Rank Approximation. Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. Entropic Variable Projection for Explainability and Intepretability. DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus ph …
Paper Group ANR 53

Paper Group ANR 53

October 20, 2019

A Computational Model of Commonsense Moral Decision Making. CoBaR: Confidence-Based Recommender. A General Dichotomy of Evolutionary Algorithms on Monotone Functions. Predicting Group Cohesiveness in Images. A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors. ABMOF: A Novel Optical Flow Algori …
Paper Group ANR 55

Paper Group ANR 55

October 20, 2019

Efficient Graph Cut Optimization for Full CRFs with Quantized Edges. LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks. Online Learning in Kernelized Markov Decision Processes. Counterfactuals uncover the modular structure of deep generative models. Mining Threat Intelligence about Open-Source Projects and Libraries from Code R …
Paper Group ANR 58

Paper Group ANR 58

October 20, 2019

The Alpha-Beta-Symetric Divergence and their Positive Definite Kernel. Distributed Optimization Strategy for Multi Area Economic Dispatch Based on Electro Search Optimization Algorithm. Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis. Sanskrit Sandhi Splitting using seq2(s …
Paper Group ANR 65

Paper Group ANR 65

October 20, 2019

Biomedical Document Clustering and Visualization based on the Concepts of Diseases. Continuous Trajectory Planning Based on Learning Optimization in High Dimensional Input Space for Serial Manipulators. Learning Probabilistic Logic Programs in Continuous Domains. Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu). Tran …
Paper Group ANR 68

Paper Group ANR 68

October 20, 2019

Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study. Pioneer Networks: Progressively Growing Generative Autoencoder. Piecewise Strong Convexity of Neural Networks. Gromov-Wasserstein Alignment of Word Embedding Spaces. Mathematical Analysis on Out-of-Sample Extensions. Active …
Paper Group ANR 72

Paper Group ANR 72

October 20, 2019

Optimal stopping via reinforced regression. CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps. Object Detection with Mask-based Feature Encoding. Deep Network Regularization via Bayesian Inference of Synaptic Connectivity. Pigeonring: A Principle for Faster Thresholded Similarity Search. IM2H …
Paper Group ANR 75

Paper Group ANR 75

October 20, 2019

Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention. An Exploration of Unreliable News Classification in Brazil and The U.S. Answering the “why” in Answer Set Programming - A Survey of Explanation Approaches. Adaptive distributed methods under communication constraints. Prioritizin …
Paper Group ANR 76

Paper Group ANR 76

October 20, 2019

Computer-aided mechanism design: designing revenue-optimal mechanisms via neural networks. Visual Semantic Navigation using Scene Priors. Efficient Multi-Robot Coverage of a Known Environment. Correlation Heuristics for Constraint Programming. DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold. Knowledge Com …
Paper Group ANR 77

Paper Group ANR 77

October 20, 2019

Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network. Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Exploiting Explicit Paths for Multi-hop Reading Comprehension. Color naming reflects both perceptual structur …
Paper Group ANR 86

Paper Group ANR 86

October 20, 2019

Learning to Importance Sample in Primary Sample Space. Optimize Deep Convolutional Neural Network with Ternarized Weights and High Accuracy. Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data. Recall Traces: Backtracking Models for Efficient Reinforcement Learning. Replicating Active Appearance Model by …
Paper Group ANR 87

Paper Group ANR 87

October 20, 2019

Multi-robot Symmetric Rendezvous Search on the Line with an Unknown Initial Distance. Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations. Staying Alive - CPR Quality Parameters from Wrist-worn Inertial Sensor Data with Evolutionary Fitted Sinusoidal Models. Overfitting or perfect fitting? Risk bounds for classification and r …
Paper Group ANR 97

Paper Group ANR 97

October 20, 2019

End to End Vehicle Lateral Control Using a Single Fisheye Camera. Learning Multilingual Topics from Incomparable Corpus. Classification of 12-Lead ECG Signals with Bi-directional LSTM Network. Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation. Fruit and Vegetable Identification Using Machine Learning for Retail Applic …
Paper Group AWR 169

Paper Group AWR 169

October 20, 2019

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN. Zero-Shot Detection. The Music Streaming Sessions Dataset. Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. Network Uncertainty Informed Semantic Feature Selection for Visual SLAM. Sof …
Paper Group AWR 170

Paper Group AWR 170

October 20, 2019

Glioma Segmentation with Cascaded Unet. Recovering affine features from orientation- and scale-invariant ones. PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network. Multi-Agent Generative Adversarial Imitation Learning. HAQ: Hardware-Aware Automated Quantization with Mixed Precision. Automatically Composing Representatio …