Deblurring

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …

Paper Group ANR 1016

January 28, 2020

A New Approach for Explainable Multiple Organ Annotation with Few Data. Stochastic Inverse Reinforcement Learning. Parareal with a Learned Coarse Model for Robotic Manipulation. Generalized Linear Rule Models. Generative Imaging and Image Processing via Generative Encoder. A Hierarchical Bayesian Model for Size Recommendation in Fashion. A Deep Lea …

Paper Group ANR 1035

January 28, 2020

Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair. A Focus on Neural Machine Translation for African Languages. MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging. Introducing languid particle dynamics to a selection of PSO variants. Explainabl …

Paper Group ANR 779

January 28, 2020

Blind Motion Deblurring with Cycle Generative Adversarial Networks. Variational approach to unsupervised learning. A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification. Making a Case for Social Media Corpus for Detecting Depression. Rapid Learning or Feature Reuse? Towards Understanding the E …

Paper Group ANR 827

January 28, 2020

Towards Generalizing Sensorimotor Control Across Weather Conditions. Proximal Reliability Optimization for Reinforcement Learning. Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework. Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution. Kernel density estimation based sampli …

Paper Group ANR 920

January 28, 2020

Combinatorial Bayesian Optimization using the Graph Cartesian Product. Deep Algorithm Unrolling for Blind Image Deblurring. Adversarial Robustness May Be at Odds With Simplicity. On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems. On the approximation of the solution of partial differential equations by …

Paper Group ANR 951

January 28, 2020

Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques. Generating Justifications for Norm-Related Agent Decisions. Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless N …

Paper Group ANR 966

January 28, 2020

Bayesian Zero-Shot Learning. LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation. Zero-shot Learning for Audio-based Music Classification and Tagging. Machine Learning Cryptanalysis of a Quantum Random Number Generator. Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects. Single Clas …

Paper Group ANR 1101

January 27, 2020

Dynamical Triangulation Induced by Quantum Walk. Transition Subspace Learning based Least Squares Regression for Image Classification. Joint Detection of Malicious Domains and Infected Clients. SVM-based Deep Stacking Networks. Action Modifiers: Learning from Adverbs in Instructional Videos. Design of optical neural networks with component imprecis …

Paper Group ANR 1115

January 27, 2020

Sequential Learning of Convolutional Features for Effective Text Classification. Local Distribution Obfuscation via Probability Coupling. Visual Backpropagation. Federated Learning for Coalition Operations. A Review of Visual Trackers and Analysis of its Application to Mobile Robot. Adaptive Variance for Changing Sparse-Reward Environments. Deep Re …

Paper Group ANR 1118

January 27, 2020

Dance Dance Generation: Motion Transfer for Internet Videos. Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks. Expression Analysis Ba …

Paper Group ANR 1128

January 27, 2020

Automatically Generating Macro Research Reports from a Piece of News. PipeMare: Asynchronous Pipeline Parallel DNN Training. Inferring the Optimal Policy using Markov Chain Monte Carlo. Walsh-Hadamard Variational Inference for Bayesian Deep Learning. How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?. LO-Net: Deep …

Paper Group ANR 1204

January 27, 2020

Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method. Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style. Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. Semantic-aware Image Deblurring. Graph Normalizing Flows. Evolutionary Algorithm for Sinhala to …

Paper Group ANR 1214

January 27, 2020

Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection. Short-and-Sparse Deconvolution – A Geometric Approach. Blind Image Deconvolution using Pretrained Generative Priors. An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. Edge Heuristic GAN for Non-uniform Blind Deblu …

Paper Group ANR 1231

January 27, 2020

Abnormal Client Behavior Detection in Federated Learning. Interrupted and cascaded permutation invariant training for speech separation. Mixup-breakdown: a consistency training method for improving generalization of speech separation models. Robust Deep Neural Networks Inspired by Fuzzy Logic. A Reinforcement Learning Approach for the Multichannel …

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 1488

January 26, 2020

Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring. DeepView: View Synthesis with Learned Gradient Descent. Improving Interactive Reinforcement Agent Planning with Human Demonstration. Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos. Knowledge transfer in …

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 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 …

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 1654

January 25, 2020

Fast Convolutional Dictionary Learning off the Grid. Learning review representations from user and product level information for spam detection. Machine Learning Techniques for Brand-Influencer Matchmaking on the Instagram Social Network. A critique of the DeepSec Platform for Security Analysis of Deep Learning Models. Generalized Rank Minimization …

Paper Group NANR 27

January 25, 2020

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. Rand-NSG: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node. Ranking of Potential Questions. PIEs: Pose Invariant Embeddings. MY-AKKHARA: A Romanization-based Burmese (Myanmar) Input Method. Asymmetric Cross-Guided Attention Network for Actor and Actio …

Paper Group NANR 31

January 25, 2020

Adaptive GNN for Image Analysis and Editing. Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?. Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies. Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases. Atlas of …

Paper Group NANR 55

January 25, 2020

Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content. Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications. VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation. Sign Clustering and Topic Extraction in Proto-Elamite. BioReddit: W …

Paper Group NANR 8

January 25, 2020

Cross-linguistic research into derivational networks. The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser. Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos. Unsupervised one-to-many image translation. Window-Based Neural Tagging for Shallow Discourse A …

Paper Group NAWR 36

January 25, 2020

A Composable Specification Language for Reinforcement Learning Tasks. Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets. Beyond Word Attention: Using Segment Attention in Neural Relation Extraction. LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning. Prediction of Spatial Point Pr …

Paper Group NAWR 38

January 25, 2020

Decoding P300 Variability using Convolutional Neural Networks. Optimizing Generalized Rate Metrics with Three Players. Adaptive Auxiliary Task Weighting for Reinforcement Learning. A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation. DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging. AGEM: Solv …