artificial intelligence

Paper Group ANR 252

January 30, 2020

CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments. Learning Cluster Structured Sparsity by Reweighting. Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification. Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction. Quantitative Verification …

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …

Paper Group ANR 257

January 30, 2020

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. A comparison of Deep Learning performances with other machine learning algorithms on credit scoring unbalanced data. What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination. Distributed SGD Generalizes Well Under Asynchrony. Superposition as …

Paper Group ANR 262

January 30, 2020

Which principal components are most sensitive to distributional changes?. Continuous Control with Contexts, Provably. Converged Deep Framework Assembling Principled Modules for CS-MRI. Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection. Compressed Sensing MRI via a Multi-scale Dilated Re …

Paper Group ANR 269

January 30, 2020

Topological Machine Learning with Persistence Indicator Functions. Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere’s Disease. A Dataset of Multi-Illumination Images in the Wild. Weakly-supervised Action Localization with Background Modeling. A PolSAR Scattering Power Fac …

Paper Group ANR 271

January 30, 2020

Deep 2FBSDEs For Systems With Control Multiplicative Noise. The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning. LS-SVR as a Bayesian RBF network. FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning. Love Me, Love Me, Say (and Write!) that You Love Me: E …

Paper Group ANR 279

January 30, 2020

An Automated Spectral Clustering for Multi-scale Data. PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis. Group Average Treatment Effects for Observational Studies. A Note On The Popularity of Stochastic Optimization Algorithms in Different Fields: A Quantitative Analysis from 2007 to 2017. Deep Lea …

Paper Group ANR 281

January 30, 2020

Exploring AI Futures Through Role Play. Discriminating Original Region from Duplicated One in Copy-Move Forgery. Discourse Behavior of Older Adults Interacting With a Dialogue Agent Competent in Multiple Topics. Bridging Disentanglement with Independence and Conditional Independence via Mutual Information for Representation Learning. An Inception I …

Paper Group ANR 287

January 30, 2020

THUEE system description for NIST 2019 SRE CTS Challenge. Certifiable Robustness to Graph Perturbations. Evolving Neural Networks in Reinforcement Learning by means of UMDAc. Practical applicability of deep neural networks for overlapping speaker separation. Auditory Separation of a Conversation from Background via Attentional Gating. Optimal query …

Paper Group ANR 289

January 30, 2020

Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. Improvement of the Izhikevich model based on the rat basolateral amygdala and hippocampus neurons, and recognition of their possible firing patterns. Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. Foundations of …

Paper Group ANR 299

January 30, 2020

Minimizing Perceived Image Quality Loss Through Adversarial Attack Scoping. Learn to Allocate Resources in Vehicular Networks. Adversarial Attacks against Deep Saliency Models. A Machine Learning Approach to Comment Toxicity Classification. SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction. Deep Clos …

Paper Group ANR 300

January 30, 2020

Partner Approximating Learners (PAL): Simulation-Accelerated Learning with Explicit Partner Modeling in Multi-Agent Domains. How a minimal learning agent can infer the existence of unobserved variables in a complex environment. Do Lateral Views Help Automated Chest X-ray Predictions?. Variable Population Memetic Search: A Case Study on the Critical …

Paper Group ANR 301

January 30, 2020

RadiX-Net: Structured Sparse Matrices for Deep Neural Networks. Temporal and Aspectual Entailment. Projectron – A Shallow and Interpretable Network for Classifying Medical Images. Justification-Based Reliability in Machine Learning. Improving Limited Angle CT Reconstruction with a Robust GAN Prior. Literature Review: Human Segmentation with Static …

Paper Group ANR 303

January 30, 2020

RPC: A Large-Scale Retail Product Checkout Dataset. A machine learning method correlating pulse pressure wave data with pregnancy. Representation Learning on Unit Ball with 3D Roto-Translational Equivariance. Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning. Automatic Hierarchical Classification of Kelps us …

Paper Group ANR 308

January 30, 2020

Model Bridging: To Interpretable Simulation Model From Neural Network. Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces. PaintBot: A Reinforcement Learning Approach for Natural Media Painting. Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Crime. Mu …

Paper Group ANR 310

January 30, 2020

A review on ranking problems in statistical learning. Cognitive Analysis of 360 degree Surround Photos. Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Multi-Modal Conditional Learning. Visual interpretation of the robustness of Non-Negative Associative Gradient Projection Points over function minimizers in mini-batch …

Paper Group ANR 326

January 30, 2020

Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning. Audio-Visual Kinship Verification. Web data mining for public health purposes. Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning. EM-like Learning Chaotic Dynamics from Noisy and Partial Observations. Statistical EL is ExpTime-comple …

Paper Group ANR 327

January 30, 2020

Forecasting the 2017-2018 Yemen Cholera Outbreak with Machine Learning. Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems. Cascade Feature Aggregation for Human Pose Estimation. Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring. Optimizing Software Effort Estimation Models Using …

Paper Group ANR 331

January 30, 2020

Towards automatic estimation of conversation floors within F-formations. Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder. Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS. Modal-aware Features for Multimodal Hashing. Procedure Planning in Instructional Videos. Feature-Model-Gu …

Paper Group ANR 334

January 30, 2020

Estimating the Algorithmic Variance of Randomized Ensembles via the Bootstrap. KRM-based Dialogue Management. One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. Automatic Routing of Goldstone Diagrams using Genetic Algorithms. Examining the Presence of Gender Bias in Customer Reviews Using Word Embedding. Towards Ethical Machin …

Paper Group ANR 338

January 30, 2020

Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. COSTRA 1.0: A Dataset of Complex Sentence Transformations. Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning. Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. The Intrinsic …

Paper Group ANR 339

January 30, 2020

Interaction-and-Aggregation Network for Person Re-identification. UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data. K-BERT: Enabling Language Representation with Knowledge Graph. Doubly Sparse: Sparse Mixture of Sparse Experts for Efficient Softmax Inference. Attentive Spatio-Temporal Representation Learning for Diving Classification. …

Paper Group ANR 340

January 30, 2020

Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution. Free resolutions of function classes via order complexes. A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data. Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning. Artificial Intelligence and Machin …

Paper Group ANR 341

January 30, 2020

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction. Pillar in Pillar: Multi-Scale and Dynamic Feature Extraction for 3D Object Detection in Point Clouds. Recommender Systems Notation: Proposed Common Notatio …

Paper Group ANR 351

January 30, 2020

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. A deep learning approach for analyzing the composition of chemometric data. Increasing Expressivity of a Hyperspherical VAE. Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs. AC-Teach: A Bayesian Actor-Critic Method for Poli …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 357

January 30, 2020

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. Metamorphic Testing for Object Detection Systems. Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data. Inferring linear and nonlinear Interaction networks using neighborhood support vec …

Paper Group ANR 360

January 30, 2020

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …