Knowledge Graphs

Paper Group ANR 874

January 28, 2020

Automatic extrinsic calibration between a camera and a 3D Lidar using 3D point and plane correspondences. Principled Frameworks for Evaluating Ethics in NLP Systems. Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses. Non-asymptotic error bounds for scaled underdamped Langevin MCMC. Complementary …

Paper Group ANR 902

January 28, 2020

Human Activity Recognition with Convolutional Neural Netowrks. Precipitation Nowcasting with Star-Bridge Networks. AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings. Attributed Rhetorical Structure Grammar for Domain Text Summarization. SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction o …

Paper Group ANR 915

January 28, 2020

Rethinking Classification and Localization for Cascade R-CNN. Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries. A Simple Text Mining Approach for Ranking Pairwise Associations in Biomedical Applications. Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. Learning Continuous Occupancy Ma …

Paper Group ANR 916

January 28, 2020

Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy. Landing Probabilities of Random Walks for Seed-Set Expansion in Hypergraphs. Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling. Semantic expressive capacity with bounded memory. NuClick: From Clicks in the N …

Paper Group ANR 965

January 28, 2020

SCR-Graph: Spatial-Causal Relationships based Graph Reasoning Network for Human Action Prediction. Generating and Aligning from Data Geometries with Generative Adversarial Networks. Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks. TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Pr …

Paper Group ANR 979

January 28, 2020

Contextual Bandits Evolving Over Finite Time. Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. Making Neural Machine Reading Comprehension Faster. Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. Machine Reading Comprehension for Answer Re-Ranking i …

Paper Group ANR 982

January 28, 2020

Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra. The Stroke Correspondence Problem, Revisited. Scalable Multi Corpora Neural Language Models for ASR. Multi-View Region Adaptive Multi-temporal DMM and RGB Action Recognition. Differentially private anonymized histograms. Off-policy Learning for Multiple Loggers. One Mode …

Paper Group ANR 986

January 28, 2020

Statistical Parameter Selection for Clustering Persistence Diagrams. Fully Hyperbolic Convolutional Neural Networks. Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network. How do neural networks see depth in single images?. Unsupervised Domain-Adaptive Person Re-identification Based on Attributes. Painting on Placement: …

Paper Group ANR 990

January 28, 2020

Sinogram interpolation for sparse-view micro-CT with deep learning neural network. SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only. A Novel Approach for Partial Fingerprint Identification to Mitigate MasterPrint Generation. Conditional …

Paper Group ANR 1074

January 27, 2020

Adaptive Generation of Phantom Limbs Using Visible Hierarchical Autoencoders. Graph Learning Network: A Structure Learning Algorithm. Efficient Private Algorithms for Learning Large-Margin Halfspaces. FOBE and HOBE: First- and High-Order Bipartite Embeddings. Large Scale Organization and Inference of an Imagery Dataset for Public Safety. Hierarchic …

Paper Group ANR 1121

January 27, 2020

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. Crowd Counting on Images with Scale Variation and Isolated Clusters. Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper. SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images. Aug …

Paper Group ANR 1125

January 27, 2020

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images. On the notion of number in humans and machines. STM: SpatioTemporal and Motion Encoding for Action Recognition. A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation. Keyword Spotting for Hearing Assistive Devices R …

Paper Group ANR 1133

January 27, 2020

Separable Convolutional LSTMs for Faster Video Segmentation. Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression …

Paper Group ANR 1135

January 27, 2020

ChronoMID - Cross-Modal Neural Networks for 3-D Temporal Medical Imaging Data. Leveraging Dependency Forest for Neural Medical Relation Extraction. Variational Temporal Abstraction. Using Semantic Role Knowledge for Relevance Ranking of Key Phrases inDocuments: An Unsupervised Approach. A Probabilistic Generative Model of Linguistic Typology. RAP-N …

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …

Paper Group ANR 1220

January 27, 2020

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution. Photometric Transformer Networks and Label Adjustment for Breast Density Prediction. Protecting from Malware Obfuscation Attacks through Adversarial Risk Analysis. A Universal Approx …

Paper Group ANR 1242

January 27, 2020

PuVAE: A Variational Autoencoder to Purify Adversarial Examples. Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR. What relations are reliably embeddable in Euclidean space?. Exploring Multilingual Syntactic Sentence Representations. Two-Stream Multi-Channel Convolutional Neural Network …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …

Paper Group ANR 1271

January 27, 2020

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data. Translationese as a Language in “Multilingual” NMT. Accurate Robotic Pouring for Serving Drinks. ReNAS:Relativistic Evaluation of Neural Architecture Search. Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold. A …

Paper Group ANR 1272

January 27, 2020

Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked. Multi-Objective Evolutionary Algorithms platform with support for flexible hybridization tools. Measuring Belief and Risk Attitude. Evaluating robustness of language models for chief complaint extraction from patient-generated text. Safe and Near-Optimal Policy Learni …

Paper Group ANR 1289

January 27, 2020

Fine-Grained Temporal Relation Extraction. Recent Advances in Diversified Recommendation. MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. Restricted Isometry Property under High Correlations. Learning Two-View Correspondences and Geometry Using Order-Aware Network. Defensive Quantization: When Efficiency Meets Rob …

Paper Group ANR 1308

January 27, 2020

Learning Navigation Subroutines from Egocentric Videos. Interpretable deep Gaussian processes with moments. Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph. Audio-based automatic mating success prediction of giant pandas. SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. Ge …

Paper Group ANR 1313

January 27, 2020

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. There are No Bit Parts for Sign Bits in Black-Box Attacks. Gaussian DAGs on network data. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. …

Paper Group ANR 1338

January 27, 2020

An Investigation of Data Poisoning Defenses for Online Learning. Few-Shot Learning with Localization in Realistic Settings. Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning. Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. D …

Paper Group ANR 1339

January 27, 2020

On-chip learning in a conventional silicon MOSFET based Analog Hardware Neural Network. Learning to Project in Multi-Objective Binary Linear Programming. Knowledge-aware Pronoun Coreference Resolution. A Neural Network Based Method to Solve Boundary Value Problems. SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks. D …

Paper Group ANR 1376

January 26, 2020

Accurate Entrance Position Detection Based on Wi-Fi and GPS Signals Using Machine Learning. Ensemble Neural Networks (ENN): A gradient-free stochastic method. Learning to generate new indoor scenes. Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks. SDFDiff: Differentiable Rendering of Signed Distance Fiel …

Paper Group ANR 1382

January 26, 2020

Depth-Preserving Real-Time Arbitrary Style Transfer. Low-rank Kernel Learning for Graph-based Clustering. Residual Objectness for Imbalance Reduction. TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. Meeting Transcription Using Virtual Microphone Arrays. Towards Precise Robotic Grasping by Probabilistic Post-grasp Displacement Estimation. …