Link Prediction

Paper Group ANR 1150

January 27, 2020

Pretrained Language Models for Document-Level Neural Machine Translation. Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation. Single Camera Training for Person Re-identification. Image Deconvolution with Deep Image and Kernel Priors. Liver segmentation and metastases detection in MR images using convolutional neural …

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 1175

January 27, 2020

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …

Paper Group ANR 1180

January 27, 2020

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge. High-Dimensional Optimization in Adaptive Random Subspaces. End-to-End Jet Classification of Quarks and Gluons with the CMS Op …

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 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 1217

January 27, 2020

Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax. Supervised Discrete Hashing with Relaxation. Mining Uncertain Event Data in Process Mining. On the Learnability of Deep Random Networks. Aff-Wild Database and AffWildNet. Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow T …

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 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 1228

January 27, 2020

Adaptive surrogate models for parametric studies. Signed Link Prediction with Sparse Data: The Role of Personality Information. AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes. FARSA: Fully Automated Roadway Safety Assessment. Efficient Identif …

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 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 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 1343

January 27, 2020

Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction. Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. Multi-Agent Deep Reinforcement Learning with Adaptive Policies. SocialIQA: Commonsense Reasoning about Social Interactions. GENN: Predicting Correlated Drug- …

Paper Group ANR 1346

January 26, 2020

Explainability in Human-Agent Systems. Panoptic Image Annotation with a Collaborative Assistant. Distributed Variational Bayesian Algorithms for Extended Object Tracking. High Frequency Residual Learning for Multi-Scale Image Classification. Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms. Importance of spatial p …

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 1428

January 26, 2020

Computationally Efficient Neural Image Compression. Differential Description Length for Hyperparameter Selection in Machine Learning. Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version). Domain Adaptive Dialog Generation via Meta Learning. ACUTE-EVAL: Improved Dialogue Evaluation with Op …

Paper Group ANR 1431

January 26, 2020

Query-Focused Scenario Construction. A Unified Framework for Marketing Budget Allocation. Generative Models for Automatic Chemical Design. RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data. Accelerating Reinforcement Learning with Suboptimal Guidance. On sample complexity of neural networks. Turbo Learning Framework for …

Paper Group ANR 1464

January 26, 2020

Neural Fictitious Self-Play on ELF Mini-RTS. The ‘Paris-end’ of town? Urban typology through machine learning. A Theoretical Analysis of Deep Neural Networks and Parametric PDEs. Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data. Data Interpolating Prediction: Alternative Interpretation of Mixup. Attentive Adversaria …

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 1505

January 26, 2020

The importance of evaluating the complete automated knowledge-based planning pipeline. Learning Optimal and Near-Optimal Lexicographic Preference Lists. Similar Image Search for Histopathology: SMILY. Generalized Control Functions via Variational Decoupling. Field typing for improved recognition on heterogeneous handwritten forms. Cross-Modal Messa …

Paper Group ANR 1534

January 26, 2020

Tracking-Assisted Segmentation of Biological Cells. Multi-stage Pretraining for Abstractive Summarization. Link Prediction in Multiplex Networks based on Interlayer Similarity. Adversarial Attack and Defense on Point Sets. Summary Level Training of Sentence Rewriting for Abstractive Summarization. A Bayesian Deep Learning Framework for End-To-End P …

Paper Group ANR 1540

January 26, 2020

A memory enhanced LSTM for modeling complex temporal dependencies. Adversarial Representation Learning for Text-to-Image Matching. Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. Learning Discrepancy Models From Experimental Data. The Usage of Web Search for Software Engineering. How much do you p …

Paper Group ANR 1541

January 26, 2020

Understanding Knowledge Distillation in Non-autoregressive Machine Translation. Doubly Robust Crowdsourcing. Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms. Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning. Translating SAR to Optical Images for Assisted Interpr …

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 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 1607

January 26, 2020

ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths. Deep Hashing for Signed Social Network Embedding. Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions. Inference of a mesoscopic population …

Paper Group ANR 1615

January 26, 2020

Context-driven Active and Incremental Activity Recognition. Link Prediction with Mutual Attention for Text-Attributed Networks. Federated Learning: Challenges, Methods, and Future Directions. Progressive Gradient Pruning for Classification, Detection and DomainAdaptation. Robust Hierarchical-Optimization RLS Against Sparse Outliers. Few-shot Learni …