Density Estimation

Paper Group ANR 987

January 28, 2020

Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels. Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. InfoMask: Masked Variational Latent Representation to Localize Chest Disease. It …

Paper Group ANR 996

January 28, 2020

From Receptive to Productive: Learning to Use Confusing Words through Automatically Selected Example Sentences. Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning. Robust Super-Resolution GAN, with Manifold-based and Perception Loss. Blood lactate concentration prediction in critical care patients: handling missing values. …

Paper Group ANR 1075

January 27, 2020

Mixture-Model-based Bounding Box Density Estimation for Object Detection. Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding. Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation. MinWikiSplit: …

Paper Group ANR 1094

January 27, 2020

General Information Bottleneck Objectives and their Applications to Machine Learning. Structured Group Local Sparse Tracker. Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend. DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optic …

Paper Group ANR 1113

January 27, 2020

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting. FfDL : A Flexible Multi-tenant Deep Learning Platform. Attention Based Neural Architecture for Rumor Detection with Author Context Awareness. Learning Mi …

Paper Group ANR 1147

January 27, 2020

Realistic Channel Models Pre-training. Neural Topographic Factor Analysis for fMRI Data. Position-Aware Convolutional Networks for Traffic Prediction. Adversarial Examples with Difficult Common Words for Paraphrase Identification. HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. Automatic detectio …

Paper Group ANR 1181

January 27, 2020

Rank Aggregation via Heterogeneous Thurstone Preference Models. 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. Learning to estimate label uncertainty for automatic radiology report parsing. Learning from a Teacher using Unlabeled Data. Video Stitching for Linear Camera Arrays. Information in Infinite Ensembles of Infinitely-W …

Paper Group ANR 1211

January 27, 2020

Incremental embedding for temporal networks. Quantum Graph Neural Networks. Modeling Latent Sentence Structure in Neural Machine Translation. A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network. Towards Scalable Gaussian Process Modeling. Continual learning: A comparative study on how to de …

Paper Group ANR 1293

January 27, 2020

Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. BERT for Large-scale Video Segment Classification with Test-time Augmentation. Standing on the Shoulders of Giants: AI-driven Calibration of Localisation Technolo …

Paper Group ANR 1302

January 27, 2020

Quantum Unsupervised and Supervised Learning on Superconducting Processors. Offensive Language Analysis using Deep Learning Architecture. Conversational Contextual Bandit: Algorithm and Application. Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning. REMAP: Multi-layer entropy-guided pooling of dense C …

Paper Group ANR 1316

January 27, 2020

PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension. Attention-based Supply-Demand Prediction for Autonomous Vehicles. A Stochastic Variance Reduced Nesterov’s Accelerated Quasi-Newton Method. Anti-efficient encoding in emergent communication. Relaxed Softmax for learning …

Paper Group ANR 1352

January 26, 2020

An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. Actively Seeking and Learning from Live Data. Graph Domain Adaptation with Localized Graph Signal Representations. Correlations between Word Vector Sets. Exact asymptotics for phase retrieval and compressed sensing with random generative priors. A large-scale crow …

Paper Group ANR 1371

January 26, 2020

A Generalization Error Bound for Multi-class Domain Generalization. MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation. Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. Tag Recommendation by Word-Level Tag Sequence Modeling. A Relation Extraction Approach for Clinical Decision Support. Modality to …

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …

Paper Group ANR 1388

January 26, 2020

Modal clustering asymptotics with applications to bandwidth selection. Debiasing Word Embeddings Improves Multimodal Machine Translation. A-Phase classification using convolutional neural networks. Electroencephalography based Classification of Long-term Stress using Psychological Labeling. Machine learning without a feature set for detecting burst …

Paper Group ANR 1392

January 26, 2020

A novel repetition normalized adversarial reward for headline generation. AutoER: Automated Entity Resolution using Generative Modelling. The Verbal and Non Verbal Signals of Depression – Combining Acoustics, Text and Visuals for Estimating Depression Level. An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clus …

Paper Group ANR 1429

January 26, 2020

Developmentally motivated emergence of compositional communication via template transfer. Research on Clustering Performance of Sparse Subspace Clustering. LEMO: Learn to Equalize for MIMO-OFDM Systems with Low-Resolution ADCs. BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling. Towards Generating Long and Coherent Text with Mu …

Paper Group ANR 1447

January 26, 2020

SWift – A SignWriting editor to bridge between deaf world and e-learning. Improving Question Generation With to the Point Context. Active online learning in the binary perceptron problem. MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. Redditors in Recovery: Text Mining Reddit to Investigate Transitions into Drug Addi …

Paper Group ANR 1499

January 26, 2020

Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks. Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search. Leveraging Human Guidance for Deep Reinforcement Learning Tasks. Accelerating Goal-Directed Reinforcement Learning by Model Characterization. High Accuracy an …

Paper Group ANR 1507

January 26, 2020

Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games. Forecasting the Progression of Alzheimer’s Disease Using Neural Networks and a Novel Pre-Processing Algorithm. On the Reliability of Cancelable Biometrics: Revisit the Irreversibility. Does computer vision matter for action?. Reducing the Human Effort in Developing PET- …

Paper Group ANR 1508

January 26, 2020

Kernel Density Estimation Bias under Minimal Assumptions. Empirical Analysis of Session-Based Recommendation Algorithms. Two-Stage Session-based Recommendations with Candidate Rank Embeddings. Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning. The many faces of deep learning. CUPCF: Combining Users P …

Paper Group ANR 1519

January 26, 2020

Sparse and Low-Rank Tensor Regression via Parallel Proximal Method. Academic Performance Estimation with Attention-based Graph Convolutional Networks. Affordance Learning In Direct Perception for Autonomous Driving. Fast Video Crowd Counting with a Temporal Aware Network. Density-based Community Detection/Optimization. Feature-aware Adaptation and …

Paper Group ANR 1525

January 26, 2020

Conditional Neural Style Transfer with Peer-Regularized Feature Transform. Simultaneous Identification of Tweet Purpose and Position. Towards more effective consumer steering via network analysis. Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach. PerceptNet: Learning Perceptual Similarity of Haptic Textures in Pr …

Paper Group ANR 1526

January 26, 2020

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …

Paper Group ANR 1548

January 26, 2020

WhiteNet: Phishing Website Detection by Visual Whitelists. Graph Neural Networks with Generated Parameters for Relation Extraction. Image-Guided Depth Sampling and Reconstruction. Proper-Composite Loss Functions in Arbitrary Dimensions. Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. An Exact Refo …

Paper Group ANR 1556

January 26, 2020

Knowledge Enhanced Attention for Robust Natural Language Inference. DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services. Frame-Recurrent Video Inpainting by Robust Optical Flow Inference. Riemannian optimization on the simplex of positive definite matrices. Embedding Biomedical Ontologies by Jointly Encoding Network Stru …

Paper Group ANR 1557

January 26, 2020

Controllable Data Synthesis Method for Grammatical Error Correction. Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. Interpreting deep learning prediction of the Parkinson’s disease diagnosis from SPECT imaging. Obfuscation via Information Density Estimation. Analyzing the Limitations of Cross-lingual Word Embedding Mappings. Multisc …

Paper Group ANR 1569

January 26, 2020

Regression and Singular Value Decomposition in Dynamic Graphs. Image retrieval method based on CNN and dimension reduction. Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark. Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations. Resolving challenges in deep learning- …