Image Reconstruction

Paper Group ANR 1209

January 27, 2020

Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. Trans-Sense: Real Time Transportation Schedule Estimation Using Smart Phones. Complexity of Stochastic Dual Dynamic Programming. Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks. …

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 1232

January 27, 2020

Leaf segmentation through the classification of edges. DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors. A Fast Free-viewpoint Video Synthesis Algorithm for Sports Scenes. Towards Annotating and Creating Sub-Sentence Summary Highlights. MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. L …

Paper Group ANR 1253

January 27, 2020

Efficient Bimanual Manipulation Using Learned Task Schemas. Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks. Tensor Completion via Gaussian Process Based Initialization. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Federated machine learning with Anonymous Random Hybridization …

Paper Group ANR 1266

January 27, 2020

Curve Fitting from Probabilistic Emissions and Applications to Dynamic Item Response Theory. From Predictions to Prescriptions in Multistage Optimization Problems. Model-based annotation of coreference. Almawave-SLU: A new dataset for SLU in Italian. Learned Semantic Multi-Sensor Depth Map Fusion. Notes on Margin Training and Margin p-Values for De …

Paper Group ANR 1268

January 27, 2020

Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering. Corticospinal Tract (CST) reconstruction based on fiber orientation distributions(FODs) tractography. Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches. A Deep Neural Network for Short-Segment Speaker Recognition. From Sp …

Paper Group ANR 1285

January 27, 2020

Discriminative training of conditional random fields with probably submodular constraints. Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction. DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction. Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. Statistical Learning and …

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …

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 1344

January 27, 2020

Cooperative coevolution of real predator robots and virtual robots in the pursuit domain. Momentum-Net: Fast and convergent iterative neural network for inverse problems. Efficient Decision-based Black-box Adversarial Attacks on Face Recognition. The Challenge of Imputation in Explainable Artificial Intelligence Models. Cost-aware Multi-objective B …

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 1369

January 26, 2020

High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes. Action Anticipation with RBF Kernelized Feature Mapping RNN. Can adversarial training learn image captioning ?. Towards Interlingua Neural Machine Translation. Event-Based Modeling with High-Dimensional Imaging Biom …

Paper Group ANR 1370

January 26, 2020

Transfer feature generating networks with semantic classes structure for zero-shot learning. Hybrid Channel Based Pedestrian Detection. Path Length Bounds for Gradient Descent and Flow. Deep Kernel Learning via Random Fourier Features. Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. Discovery of Bias and Strategic Behavior in Cro …

Paper Group ANR 1376

January 26, 2020

Accurate Entrance Position Detection Based on Wi-Fi and GPS Signals Using Machine Learning. Ensemble Neural Networks (ENN): A gradient-free stochastic method. Learning to generate new indoor scenes. Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks. SDFDiff: Differentiable Rendering of Signed Distance Fiel …

Paper Group ANR 1379

January 26, 2020

Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping. Generating Long Sequences with Sparse Transformers. Elements of Sequential Monte Carlo. Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations. Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction. Transform Learning for Magnet …

Paper Group ANR 1396

January 26, 2020

Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers. Incremental Classifier Learning Based on PEDCC-Loss and Cosine Distance. A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. Evaluation of a Recommender System for Assisting Novice Game Designers. Semi-supervised Image Attribute Editing using Generative Adv …

Paper Group ANR 1414

January 26, 2020

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. Local Score Dependent Model Explanation for Time Dependent Covariates. Learning Pixel Representations for Generic Segmentation. Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping. Automated 3D recovery from very high r …

Paper Group ANR 1463

January 26, 2020

Parameterized Exploration. Statistically Discriminative Sub-trajectory Mining. Task Selection Policies for Multitask Learning. Average reward reinforcement learning with unknown mixing times. Monkey Optimization System with Active Membranes: A New Meta-heuristic Optimization System. A Convolutional Cost-Sensitive Crack Localization Algorithm for Au …

Paper Group ANR 1478

January 26, 2020

Improving Map Re-localization with Deep ‘Movable’ Objects Segmentation on 3D LiDAR Point Clouds. Dual Learning-based Video Coding with Inception Dense Blocks. DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks. C …

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 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 1508

January 26, 2020

Kernel Density Estimation Bias under Minimal Assumptions. Empirical Analysis of Session-Based Recommendation Algorithms. Two-Stage Session-based Recommendations with Candidate Rank Embeddings. Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning. The many faces of deep learning. CUPCF: Combining Users P …

Paper Group ANR 1517

January 26, 2020

Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals. ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System. Machine Learning for Seizure Type Classification: Setting the benchmark. Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). Clustering and Recogniti …

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 1526

January 26, 2020

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …

Paper Group ANR 1536

January 26, 2020

Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates. CED: Color Event Camera Dataset. Parallel Medical Imaging: A New Data-Knowledge-Driven Evolutionary Framework for Medical Image Analysis. Decentralised Sparse Multi-Task Regression. Shallow Triple Stream Three-dimensional CNN (STSTNet) for M …

Paper Group ANR 1550

January 26, 2020

Multimodal Semantic Attention Network for Video Captioning. Stability and Generalization of Graph Convolutional Neural Networks. Automatic financial feature construction based on neural network. Recognizing License Plates in Real-Time. Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation. Effective transfer learni …

Paper Group ANR 1558

January 26, 2020

Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets. Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling. Graph Convolution for Multimodal Information Extraction from Visually Rich Documents. Early Prediction of Alzheimer’s Disease Dementia Based on Baseline Hippocampal MRI and 1-Year Foll …