Network Embedding

Paper Group AWR 122

February 1, 2020

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network. Unsupervised Attributed Multiplex Network Embedding. Barack’s Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling. 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. HiGitClass: Keyword-Driven Hierarchical Classificatio …

Paper Group AWR 129

February 1, 2020

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. A Remote Sensing Image Dataset for Cloud Removal. Learning Transferable Cooperative Behavior in Multi-Agent Teams. Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. In Defense of the Triplet Loss Again: Learning R …

Paper Group AWR 139

February 1, 2020

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …

Paper Group AWR 140

February 1, 2020

Attributed Network Embedding via Subspace Discovery. Recursive Cascaded Networks for Unsupervised Medical Image Registration. Learning Logistic Circuits. On the number of k-skip-n-grams. RANet: Ranking Attention Network for Fast Video Object Segmentation. Diversity with Cooperation: Ensemble Methods for Few-Shot Classification. Deep convolutional n …

Paper Group AWR 151

February 1, 2020

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds. Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. Graph-based Knowledge Distillation by Multi-head Attention Network. Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval. IFR-Net: Iterative Feature Refinement …

Paper Group AWR 216

February 1, 2020

Indices Matter: Learning to Index for Deep Image Matting. Collaborative Policy Learning for Open Knowledge Graph Reasoning. Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network. Cross-X Learning for Fine-Grained Visual Categorization. ZEN: Pre-training Chinese Text Encoder Enhanced by N …

Paper Group AWR 246

February 1, 2020

Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. On-Policy Trust Region Policy Optimisation with Replay Buffers. Fine-tune BERT for Extractive Summarization. compare-mt: A Tool for Holistic Comparison of Language Generation Systems. DeepCaps: Going Deeper with Capsule Networks. Learning to Exploit Long-term Re …

Paper Group AWR 250

February 1, 2020

Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation. The iMaterialist Fashion Attribute Dataset. DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks. Context Model for Pedestrian Intention Prediction using Factored Latent-Dynamic Conditional Random Fields. Correlation Clustering with Same-Cl …

Paper Group AWR 305

February 1, 2020

Unsupervised Network Embedding for Graph Visualization, Clustering and Classification. On Generalizing Detection Models for Unconstrained Environments. Learning Topological Representation for Networks via Hierarchical Sampling. SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. MLSL: Multi-Level Self- …

Paper Group AWR 333

February 1, 2020

TechNet: Technology Semantic Network Based on Patent Data. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection. Deep Session Interest Network for Click-Through Rate Prediction. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. Learning Trajectory Dependencies for Human Motion Prediction. NL …

Paper Group AWR 334

February 1, 2020

GraphTSNE: A Visualization Technique for Graph-Structured Data. Neural Embedding Propagation on Heterogeneous Networks. Attention Based Pruning for Shift Networks. DANE: Domain Adaptive Network Embedding. Fast Visual Object Tracking with Rotated Bounding Boxes. SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in …

Paper Group AWR 360

February 1, 2020

A Multi-level procedure for enhancing accuracy of machine learning algorithms. Template-free Data-to-Text Generation of Finnish Sports News. On the (In)fidelity and Sensitivity for Explanations. Regression Concept Vectors for Bidirectional Explanations in Histopathology. ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. BMN: Boun …

Paper Group ANR 116

January 31, 2020

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization. Conditioned Query Generation for Task-Oriented Dialogue Systems. Low-resource Deep Entity Resolution with Transfer and Active Learning. NCLS: Neural Cross-Lingual Summarization. Revisit Lmser and its further development based on convolutional layers. Mixout: Effective Regulariza …

Paper Group ANR 143

January 31, 2020

A total variation based regularizer promoting piecewise-Lipschitz reconstructions. Language models and Automated Essay Scoring. PAN: Projective Adversarial Network for Medical Image Segmentation. Universality and individuality in neural dynamics across large populations of recurrent networks. Grape detection, segmentation and tracking using deep ne …

Paper Group ANR 35

January 31, 2020

Optimize Cash Collection: Use Machine learning to Predicting Invoice Payment. Completion Reasoning Emulation for the Description Logic EL+. ActiveHNE: Active Heterogeneous Network Embedding. KerCNNs: biologically inspired lateral connections for classification of corrupted images. Learning Clustered Representation for Complex Free Energy Landscapes …

Paper Group ANR 56

January 31, 2020

Lessons from Contextual Bandit Learning in a Customer Support Bot. Hyperbolic Multiplex Network Embedding with Maps of Random Walk. Adversarial Learning with Margin-based Triplet Embedding Regularization. Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning. Priority to unemployed immigrants? A …

Paper Group AWR 398

January 31, 2020

Kernel-based Translations of Convolutional Networks. Newton vs the machine: solving the chaotic three-body problem using deep neural networks. Note on the bias and variance of variational inference. Learning to learn via Self-Critique. Validated Variational Inference via Practical Posterior Error Bounds. Signed Graph Attention Networks. Learning 2D …

Paper Group AWR 429

January 31, 2020

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …

Paper Group ANR 251

January 30, 2020

Modelling curvature of a bent paper leaf. Generating High-Resolution Fashion Model Images Wearing Custom Outfits. Active Learning for Network Intrusion Detection. VFNet: A Convolutional Architecture for Accent Classification. GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. On Network Embedding for Machine Learn …

Paper Group ANR 322

January 30, 2020

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations. OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. Sparse inversion for derivative of log determinant. BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts. Robust learning with implicit residual networks. Moti …

Paper Group ANR 375

January 30, 2020

An Algorithm for Approximating Continuous Functions on Compact Subsets with a Neural Network with one Hidden Layer. On Norm-Agnostic Robustness of Adversarial Training. Homogeneous Linear Inequality Constraints for Neural Network Activations. Quantum Inflation: A General Approach to Quantum Causal Compatibility. Scalable Reinforcement-Learning-Base …

Paper Group ANR 426

January 30, 2020

Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks. RBED: Reward Based Epsilon Decay. The Source-Target Domain Mismatch Problem in Machine Translation. Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture. A Deep Generative Model of Speech Complex Spectrograms. Multimodal …

Paper Group ANR 427

January 30, 2020

ODE-based Deep Network for MRI Reconstruction. SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions. Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning. Deep Adversarial Network Alignment. Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. Normalizin …

Paper Group ANR 564

January 29, 2020

Using Neural Networks for Programming by Demonstration. Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. Deep Reinforcement Learning for Motion Planning of Mobile Robots. Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Da …

Paper Group ANR 587

January 29, 2020

End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching. SketchZooms: Deep multi-view descri …

Paper Group ANR 591

January 29, 2020

Jointly Aligning and Predicting Continuous Emotion Annotations. Spatio-Semantic ConvNet-Based Visual Place Recognition. Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks. Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform. Sentiment Dynamics in Social Media News C …

Paper Group ANR 602

January 29, 2020

Enabling Intuitive Human-Robot Teaming Using Augmented Reality and Gesture Control. Domain-adversarial Network Alignment. Nefnir: A high accuracy lemmatizer for Icelandic. Identifying Editor Roles in Argumentative Writing from Student Revision Histories. Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Se …

Paper Group ANR 643

January 29, 2020

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. Characterizing Activity on the Deep and Dark Web. CUNI System for the WMT19 Robustness Task. Literature Review of Action Recognition in the Wild. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. Online PCB Defect Detector On A New PCB Defect Da …