Information Retrieval

Paper Group ANR 1314

January 27, 2020

Learning Fair Classifiers in Online Stochastic Settings. DWnet: Deep-Wide Network for 3D Action Recognition. Exploring Multi-Banking Customer-to-Customer Relations in AML Context with Poincaré Embeddings. A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. Device Scheduling with Fast Convergence for Wireless Feder …

Paper Group ANR 1340

January 27, 2020

Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks. Attract or Distract: Exploit the Margin of Open Set. FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control. Analysis of an Automated Machine Learning Approach in Brain Pred …

Paper Group ANR 1361

January 26, 2020

Lattice-Based Transformer Encoder for Neural Machine Translation. Multi-Granularity Reasoning for Social Relation Recognition from Images. Neural Networks for Lorenz Map Prediction: A Trip Through Time. Measuring Social Bias in Knowledge Graph Embeddings. A Dataset Schema for Cooperative Learning from Demonstration in Multi-robots Systems. Deep-dus …

Paper Group ANR 1368

January 26, 2020

PyHessian: Neural Networks Through the Lens of the Hessian. Variational Conditional GAN for Fine-grained Controllable Image Generation. Fourier-CPPNs for Image Synthesis. Spatial-Aware Non-Local Attention for Fashion Landmark Detection. Capacity allocation through neural network layers. Ranking architectures using meta-learning. Drug-Drug Adverse E …

Paper Group ANR 1383

January 26, 2020

Towards Optimisation of Collaborative Question Answering over Knowledge Graphs. A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs. Dense Fusion Classmate Network for Land Cover Classification. Improve Diver …

Paper Group ANR 1387

January 26, 2020

Towards a computer-interpretable actionable formal model to encode data governance rules. TopoAct: Exploring the Shape of Activations in Deep Learning. Bifurcation Spiking Neural Network. BERTQA – Attention on Steroids. Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. Machine Learning meets Numbe …

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 1400

January 26, 2020

Fitness Dependent Optimizer: Inspired by the Bee Swarming Reproductive Process. Determining Relative Argument Specificity and Stance for Complex Argumentative Structures. CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions. OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations. Identification of gateke …

Paper Group ANR 1433

January 26, 2020

Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay. Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). Simulation of Turbulent Flow around a Generic High-Speed Train using Hybrid Models of RANS Numerical Method with Machine Learning. ELIMINA …

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 1448

January 26, 2020

End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting. Entity Summarization: State of the Art and Future Challenges. Low-Resource Parsing with Crosslingual Contextualized Representations. IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data. Learning …

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 1487

January 26, 2020

A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization. Prediction of Compression Index of Fine-Grained Soils Using a Gene Expression Programming Model. Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection. Adversarially Trained Deep Neural Semantic Hashing Scheme for Subjective S …

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 1527

January 26, 2020

Patent Analytics Based on Feature Vector Space Model: A Case of IoT. Playing log(N)-Questions over Sentences. HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection. Recovering the parameters underlying the Lorenz-96 chaotic dynamics. Machine-learning based three-qubit gate for realization of a Toffoli gate with cQED-based tr …

Paper Group ANR 1560

January 26, 2020

Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud. Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila. Deep Eikonal Solvers. Deep Reinforcement Learning Based Power control for Wireless Multicast Systems. Point Process Flows. Oversampling Log Messages Using a Sequence Generative Ad …

Paper Group ANR 1561

January 26, 2020

Online Matrix Completion with Side Information. Weighted Clustering Ensemble: A Review. Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks. Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering. Responsible Scoring Mechanisms Through Function Sampling. Classification of …

Paper Group ANR 1586

January 26, 2020

Accelerated Flow for Probability Distributions. Stochastic gradient Markov chain Monte Carlo. Biomedical Evidence Generation Engine. Regularized Non-negative Spectral Embedding for Clustering. High Utility Interval-Based Sequences. Template-Based Automatic Search of Compact Semantic Segmentation Architectures. How multilingual is Multilingual BERT? …

Paper Group ANR 1600

January 26, 2020

Plant-wide fault and disturbance screening using combined transfer entropy and eigenvector centrality analysis. Self-supervised Deformation Modeling for Facial Expression Editing. Evaluating Empathy in Artificial Agents. Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning. Meta-learning Pseudo-differential Operators w …

Paper Group ANR 1605

January 26, 2020

Misspelling Oblivious Word Embeddings. Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Robust Dynamic Assortment Optimization in the Presence of Outlier Customers. Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability. Autonomous Haiku Generation. Learning Geo-Temporal Image Fea …

Paper Group ANR 1613

January 26, 2020

Deep Morphological Hit-or-Miss Transform Neural Network. On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks. Towards an All-Purpose Content-Based Multimedia Information Retrieval System. X-SQL: reinforce schema representation with context. Large scale continuous-time mean-variance portfolio allocation via reinforcement l …

Paper Group ANR 1622

January 25, 2020

Fingerspelling recognition in the wild with iterative visual attention. Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning. Action-Centered Information Retrieval. Multiscale Nakagami parametric imaging for improved liver tumor localization. General risk measures for robust machine learning. I …

Paper Group ANR 1626

January 25, 2020

Weightless Neural Network with Transfer Learning to Detect Distress in Asphalt. A Distributed Approach to LARS Stream Reasoning (System paper). Recommending research articles to consumers of online vaccination information. Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm. Multi-Vehicle Mixed-Reali …

Paper Group ANR 1665

January 25, 2020

Active learning for enumerating local minima based on Gaussian process derivatives. Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks. Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors. Report on the SIGIR 2019 Workshop on eCommerce (ECOM19). BasisConv: A …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …

Paper Group ANR 1670

January 25, 2020

Machine Translation in Pronunciation Space. Deep Personalized Re-targeting. Decision Set Optimization and Energy-Efficient MIMO Communications. IoT Network Security from the Perspective of Adversarial Deep Learning. Restyling Data: Application to Unsupervised Domain Adaptation. Fast and Flexible Image Blind Denoising via Competition of Experts. Met …

Paper Group ANR 1671

January 25, 2020

Split Batch Normalization: Improving Semi-Supervised Learning under Domain Shift. Copy this Sentence. Faster Algorithms for High-Dimensional Robust Covariance Estimation. Learning from Adversarial Features for Few-Shot Classification. A Walk-based Model on Entity Graphs for Relation Extraction. On-line Non-Convex Constrained Optimization. Detector …

Paper Group ANR 1686

January 25, 2020

Explicit Disentanglement of Appearance and Perspective in Generative Models. Few-Shot Point Cloud Region Annotation with Human in the Loop. Transfer Adaptation Learning: A Decade Survey. Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control. Sparse Parallel Training of Hierarchical Dirichlet Process Topi …