Domain Adaptation

Paper Group ANR 1453

January 26, 2020

Coordinate-wise Armijo’s condition. Development of a classifiers/quantifiers dictionary towards French-Japanese MT. Spatial Influence-aware Reinforcement Learning for Intelligent Transportation System. A generic framework for task selection driven by synthetic emotions. Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs. Deep Learning to …

Paper Group ANR 1454

January 26, 2020

Information-Theoretic Confidence Bounds for Reinforcement Learning. A General $\mathcal{O}(n^2)$ Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering. Towar …

Paper Group ANR 1470

January 26, 2020

Fully Bayesian Recurrent Neural Networks for Safe Reinforcement Learning. Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture. Imitating Targets from all sides: An Unsupervised Transfer Learning method for Person Re-identification. Bayesian Learning of Sum-Product Networks. Heuristic Dynamic Programming for Adaptive Virtua …

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 1475

January 26, 2020

Gait recognition via deep learning of the center-of-pressure trajectory. Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers. A Unified Deep Learning Approach for Prediction of Parkinson’s Disease. A sparse resultant based method for efficient minimal solvers. Deep Neural Network Fingerprinting by Conferrable Adversarial Exam …

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 1486

January 26, 2020

Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction. Thresholding Bandit Problem with Both Duels and Pulls. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation. Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach. Qui …

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 1492

January 26, 2020

Multi-Scale Convolutions for Learning Context Aware Feature Representations. The Zero Resource Speech Challenge 2019: TTS without T. Distributionally Robust Language Modeling. Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform. Cross-Domain Adaptation for Animal Pose Estimation. A Summarization System for Scientific Documents. …

Paper Group ANR 1504

January 26, 2020

Improving Multi-turn Dialogue Modelling with Utterance ReWriter. Analysis of the hands in egocentric vision: A survey. A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates. Naive Gabor Networks for Hyperspectral Image Classification. On Functional Test Generation for Deep Neural Network IPs. Interpretable …

Paper Group ANR 1515

January 26, 2020

Learning to Forget for Meta-Learning. Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention. Slow Feature Analysis for Human Action Recognition. SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation. Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. Power Gradient Descen …

Paper Group ANR 1519

January 26, 2020

Sparse and Low-Rank Tensor Regression via Parallel Proximal Method. Academic Performance Estimation with Attention-based Graph Convolutional Networks. Affordance Learning In Direct Perception for Autonomous Driving. Fast Video Crowd Counting with a Temporal Aware Network. Density-based Community Detection/Optimization. Feature-aware Adaptation and …

Paper Group ANR 1520

January 26, 2020

von Neumann-Morgenstern and Savage Theorems for Causal Decision Making. Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car. Robo-PlaNet: Learning to Poke in a Day. Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation. Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerat …

Paper Group ANR 1529

January 26, 2020

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …

Paper Group ANR 1545

January 26, 2020

PyramidBox++: High Performance Detector for Finding Tiny Face. Random Matrix Improved Covariance Estimation for a Large Class of Metrics. Further results on structured regression for multi-scale networks. Data Efficient Reinforcement Learning for Legged Robots. Implicit Recursive Characteristics of STOP. Machine Learning based English Sentiment Ana …

Paper Group ANR 1551

January 26, 2020

Examining Gender Bias in Languages with Grammatical Gender. Towards a Rigorous Evaluation of XAI Methods on Time Series. Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning. Periocular Recognition in the Wild with Orthogonal Combination of Local Binary Coded Pattern in Dual-stream Convolutional Neural Network. A R …

Paper Group ANR 1552

January 26, 2020

Conditional Markov Chain Search for the Generalised Travelling Salesman Problem for Warehouse Order Picking. Learning Nonlinear State Space Models with Hamiltonian Sequential Monte Carlo Sampler. Bootstrapping Domain-Specific Content Discovery on the Web. Safe global optimization of expensive noisy black-box functions in the $δ$-Lipschitz framework …

Paper Group ANR 1554

January 26, 2020

NarrativeTime: Dense High-Speed Temporal Annotation on a Timeline. Enhancing Neural Sequence Labeling with Position-Aware Self-Attention. Generative Dialog Policy for Task-oriented Dialog Systems. Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank. Stochastic learning control of inhomogeneous quantum ensembles. Load Balanc …

Paper Group ANR 1557

January 26, 2020

Controllable Data Synthesis Method for Grammatical Error Correction. Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. Interpreting deep learning prediction of the Parkinson’s disease diagnosis from SPECT imaging. Obfuscation via Information Density Estimation. Analyzing the Limitations of Cross-lingual Word Embedding Mappings. Multisc …

Paper Group ANR 1559

January 26, 2020

RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection. Density Matrices with metric for Derivational Ambiguity. Path-Restore: Learning Network Path Selection for Image Restoration. PROPS: Probabilistic personalization of black-box sequence models. Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Image …

Paper Group ANR 1563

January 26, 2020

A Semantic Approach for User-Brand Targeting in On-Line Social Networks. Reinforcement Learning: Prediction, Control and Value Function Approximation. The information-theoretic value of unlabeled data in semi-supervised learning. Perception of visual numerosity in humans and machines. Session-based Sequential Skip Prediction via Recurrent Neural Ne …

Paper Group ANR 1568

January 26, 2020

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

Paper Group ANR 1571

January 26, 2020

mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. Learning Nonlinear Mixtures: Identifiability and Algorithm. A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. Real-time 3-D Mapping with Estimating Acoustic Materials. 2L-3W: 2-Level 3-Way Hardw …

Paper Group ANR 1574

January 26, 2020

OntoScene, A Logic-based Scene Interpreter: Implementation and Application in the Rock Art Domain. Efficient Deep Neural Networks. Wasserstein total variation filtering. Audio-Visual Embodied Navigation. Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. AnimalWeb: A Large-Scale Hierarchical Dataset of Anno …

Paper Group ANR 1591

January 26, 2020

Attention-based Lane Change Prediction. Deploying AI Frameworks on Secure HPC Systems with Containers. Differential Imaging Forensics. Deep learning surrogate models for spatial and visual connectivity. Model Inversion Networks for Model-Based Optimization. MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion Annotations. Towards Ro …

Paper Group ANR 1602

January 26, 2020

Performance Evaluation of Two-layer lossless HDR Coding using Histogram Packing Technique under Various Tone-mapping Operators. Domain Adaptive Transfer Learning for Fault Diagnosis. Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations. Topological Feature Vectors for Chatter Detection in Turning Processes. On Robustn …

Paper Group ANR 1606

January 26, 2020

Classification Logit Two-sample Testing by Neural Networks. Predictive Situation Awareness for Ebola Virus Disease using a Collective Intelligence Multi-Model Integration Platform: Bayes Cloud. Matching Embeddings for Domain Adaptation. On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings. Injecting Hierarchy with U-Net Tran …

Paper Group ANR 1608

January 26, 2020

Image Alignment in Unseen Domains via Domain Deep Generalization. An Introduction to Symbolic Artificial Intelligence Applied to Multimedia. Robust Federated Learning with Noisy Communication. Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field. Corn leaf detection using Region based convolutional neural network. Towards t …