Super-Resolution

Paper Group ANR 1162

January 27, 2020

Can We Distinguish Machine Learning from Human Learning?. Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method. Slot Based Image Augmentation System for Object Detection. A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. Robustness of Neural Networks: A Pr …

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …

Paper Group ANR 1177

January 27, 2020

DeepFault: Fault Localization for Deep Neural Networks. Big-Data Clustering: K-Means or K-Indicators?. Handwritten Chinese Character Recognition by Convolutional Neural Network and Similarity Ranking. Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach. vqSGD: Vector Quantized Stochastic Gradient Descent. Is Fast A …

Paper Group ANR 1182

January 27, 2020

Monte-Carlo Tree Search for Simulation-based Strategy Analysis. Playing it Safe: Adversarial Robustness with an Abstain Option. Deep Reinforcement Learning for Trading. Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis. The …

Paper Group ANR 1193

January 27, 2020

$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features. Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. Response of Selective Attention in Middle Temporal Area. Learning Numeral Embeddings. Weighted Mean Curvature. Augmented Utilitarianism for AGI Safety. An Eff …

Paper Group ANR 1194

January 27, 2020

Outside the Box: Abstraction-Based Monitoring of Neural Networks. Early Bird Catches the Worm: Predicting Returns Even Before Purchase in Fashion E-commerce. Black Box Submodular Maximization: Discrete and Continuous Settings. Salient Instance Segmentation via Subitizing and Clustering. Distilling importance sampling. Variational inference for neur …

Paper Group ANR 1195

January 27, 2020

Super-Resolution of PROBA-V Images Using Convolutional Neural Networks. On the Reduction of Variance and Overestimation of Deep Q-Learning. Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service. Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segment …

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 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 1222

January 27, 2020

Reducing the Model Variance of a Rectal Cancer Segmentation Network. Learning to Speak and Act in a Fantasy Text Adventure Game. An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks. Algorithms for $\ell_p$-based semi-supervised learning on graphs. From Visual to Acoustic Question Answering. Metric-based R …

Paper Group ANR 1223

January 27, 2020

LayoutVAE: Stochastic Scene Layout Generation From a Label Set. Legal entity recognition in an agglutinating language and document connection network for EU Legislation and EU/Hungarian Case Law. Types for Parallel Complexity in the Pi-calculus. Word Embedding Visualization Via Dictionary Learning. Faster and Safer Training by Embedding High-Level …

Paper Group ANR 1230

January 27, 2020

Efficient Residual Dense Block Search for Image Super-Resolution. Political Discussions in Homogeneous and Cross-Cutting Communication Spaces. Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods. Dynamic Convolution: Attention over …

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 1233

January 27, 2020

Deep Motion Blur Removal Using Noisy/Blurry Image Pairs. Aspect Category Detection via Topic-Attention Network. Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training. Towards multi-sequence MR image recovery from undersampled k-space data. The Practicality of Stochastic Optim …

Paper Group ANR 1236

January 27, 2020

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …

Paper Group ANR 1246

January 27, 2020

Improving the resolution of microscope by deconvolution after dense scan. Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds. Progressive Attention Memory Network for Movie Sto …

Paper Group ANR 1254

January 27, 2020

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …

Paper Group ANR 1257

January 27, 2020

EdgeFool: An Adversarial Image Enhancement Filter. Spoof detection using time-delay shallow neural network and feature switching. Pairwise Neural Machine Translation Evaluation. Recurrent Neural Networks (RNNs): A gentle Introduction and Overview. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light. A sub-Riemannian model of …

Paper Group ANR 1258

January 27, 2020

On using 2D sequence-to-sequence models for speech recognition. End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. The Odds are Odd: A Statistical Test for Detecting Adversarial Examples. Generating Dialogue Agents via Automated Planning. Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. A surv …

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 1273

January 27, 2020

Experimental Study on CTL model checking using Machine Learning. SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints. Mitigating Noisy Inputs for Question Answering. Architecture Search of Dynamic Cells for Semantic Video Segme …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

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 1307

January 27, 2020

Simulating Execution Time of Tensor Programs using Graph Neural Networks. Towards Robust Image Classification Using Sequential Attention Models. Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries. A Noise-Robust Fast Sparse Bayesian Learning Model. Interpreting chest X-rays via CNNs that exploit disease dependencies a …

Paper Group ANR 1309

January 27, 2020

MAP Clustering under the Gaussian Mixture Model via Mixed Integer Nonlinear Optimization. Exploring the fitness landscape of a realistic turbofan rotor blade optimization. MxML: Mixture of Meta-Learners for Few-Shot Classification. Markov Decision Process for Video Generation. Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segme …

Paper Group ANR 1327

January 27, 2020

Viterbi Extraction tutorial with Hidden Markov Toolkit. Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images. A Forest from the Trees: Generation through Neighborhoods. Selective prediction-set models with coverage guarantees. Escaping Saddle Points for Zeroth-order Nonconvex Optimizatio …

Paper Group ANR 1331

January 27, 2020

Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. Audience measurement using a top-view camera and oriented trajectories. I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. Multi-player Multi-Armed Bandits with non-zero rewards on collisions for uncoordinated spectrum access. A novel me …