Node Classification

Paper Group ANR 1178

January 27, 2020

Knowledge Authoring and Question Answering with KALM. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving. SCE: A manifold regularized set-covering method for data partitioning. BUT System Description to VoxCeleb Speaker Recognition Challenge 2019. Small Target Detection for Search and Rescue Operations using Distributed …

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …

Paper Group ANR 1190

January 27, 2020

LED2Net: Deep Illumination-aware Dehazing with Low-light and Detail Enhancement. Deep Scale-spaces: Equivariance Over Scale. Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. A Distraction Score for Watermarks. Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control. Proceedings 7th …

Paper Group ANR 1205

January 27, 2020

Consistent Cross-view Matching for Unsupervised Person Re-identification. Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables. Dynamic Network Embeddings for Network Evolution Analysis. Minimax bounds for structured prediction. Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy. …

Paper Group ANR 1221

January 27, 2020

Fast approximation of orthogonal matrices and application to PCA. Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography. Comparing Efficiency of Expert Data Aggregation Methods. Target Tracking for Contextual Bandits: Application to Demand Side Management. Information-Geometric Set Embeddings (IGSE): From Sets …

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …

Paper Group ANR 1306

January 27, 2020

An Interactive Musical Prediction System with Mixture Density Recurrent Neural Networks. ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling – RRC-LSVT. A Unified Point-Based Framework for 3D Segmentation. Neural Machine Translation with Recurrent Highway Networks. Transfer Learning with Sparse Associative Memories. Toward …

Paper Group ANR 1324

January 27, 2020

$DC^2$: A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering. Quadratic Q-network for Learning Continuous Control for Autonomous Vehicles. Crime Analysis using Open Source Information. Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History. Challenges in Building Inte …

Paper Group ANR 1359

January 26, 2020

CrossNorm: Normalization for Off-Policy TD Reinforcement Learning. Convolutional Relational Machine for Group Activity Recognition. Deep Learning for Distributed Optimization: Applications to Wireless Resource Management. FANTrack: 3D Multi-Object Tracking with Feature Association Network. Evaluating Memento Service Optimizations. Differentially Pr …

Paper Group ANR 1364

January 26, 2020

Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition. Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation. pISTA-SENSE-ResNet for Parallel MRI Reconstruction. Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View. Infusing Learned Priors …

Paper Group ANR 1381

January 26, 2020

Lower Bounds for Compressed Sensing with Generative Models. Recurrent Attention Walk for Semi-supervised Classification. Classification of spherical objects based on the form function of acoustic echoes. A Generative Model for Punctuation in Dependency Trees. Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in …

Paper Group ANR 1385

January 26, 2020

Expanding Label Sets for Graph Convolutional Networks. Predicting Economic Development using Geolocated Wikipedia Articles. Deformable Non-local Network for Video Super-Resolution. Revisiting Fine-tuning for Few-shot Learning. High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Ex …

Paper Group ANR 1393

January 26, 2020

AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations. Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Problem. MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. HONEM: Network Embedding Using Higher-Order Patterns in Sequential Data. Scalable Syntax-Aware Language Models Using Knowled …

Paper Group ANR 1466

January 26, 2020

On the Effect of Word Order on Cross-lingual Sentiment Analysis. Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm. Decomposing information into copying versus transformation. Single Training Dimension Selection for Word Embedding with PCA. The Communication Complexity o …

Paper Group ANR 1467

January 26, 2020

Meta-GNN: On Few-shot Node Classification in Graph Meta-learning. Beyond the EM Algorithm: Constrained Optimization Methods for Latent Class Model. Optimal Nonparametric Inference under Quantization. Improved Safe Real-time Heuristic Search. Depthwise Convolution is All You Need for Learning Multiple Visual Domains. Monitoring Achilles tendon heali …

Paper Group ANR 1474

January 26, 2020

Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams. Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder. A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database. Partial AUC …

Paper Group ANR 1484

January 26, 2020

Enriching Ontology-based Data Access with Provenance (Extended Version). To Monitor Or Not: Observing Robot’s Behavior based on a Game-Theoretic Model of Trust. Short-term forecasting of solar irradiance without local telemetry: a generalized model using satellite data. Memory-Augmented Temporal Dynamic Learning for Action Recognition. Relation Str …

Paper Group ANR 1502

January 26, 2020

Unsupervised Learning and Exploration of Reachable Outcome Space. Data Science through the looking glass and what we found there. Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks. Native Banach spaces for splines and variational in …

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 1518

January 26, 2020

Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation. Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing. S …

Paper Group ANR 1546

January 26, 2020

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. Disease Identification From Unstructured User Input. Designing over uncertain outcomes with stochastic sampling Bayesian optimization. Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle. TUNet: Incorporatin …

Paper Group ANR 1583

January 26, 2020

Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation. AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models. On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes. Value-of-Information based Arbitration between Model-based and Model-free Con …

Paper Group ANR 1584

January 26, 2020

Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction. Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. Derivative-Free & Order-Robust Optimisation. Air Taxi Skyport Location Problem for Airport Access. Multiclass segmentation as multitask learning for drusen segmentation in retinal opti …

Paper Group ANR 1589

January 26, 2020

A Probabilistic Approach for Discovering Daily Human Mobility Patterns with Mobile Data. Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias. Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction. Indoor image representation by high-level semantic features. Balanced off-policy …

Paper Group ANR 1590

January 26, 2020

Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation. Elimination of All Bad Local Minima in Deep Learning. Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization. Is Two Better than One? Effects of Multiple Agents on User Persuasion. Deep Autotuner: A Data-Driven Approach to Natural-Soundin …

Paper Group ANR 1593

January 26, 2020

An Unsupervised, Iterative N-Dimensional Point-Set Registration Algorithm. Neural Cross-Domain Collaborative Filtering with Shared Entities. Automatic Critical Mechanic Discovery in Video Games. Dynamic fairness - Breaking vicious cycles in automatic decision making. To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual …

Paper Group ANR 1594

January 26, 2020

Higher-order Weighted Graph Convolutional Networks. Progressive VAE Training on Highly Sparse and Imbalanced Data. IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. Spatially regularized active diffusion learning for high-dimensional images. An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended …