Image Super-Resolution

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 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 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 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 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 …

Paper Group ANR 1397

January 26, 2020

SparseTrain:Leveraging Dynamic Sparsity in Training DNNs on General-Purpose SIMD Processors. Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions. A Comparative Study on End-to-end Speech to Text Translation. Detecting GAN generated Fake Images using Co-occurrence Matrices. Modularized Textual Grounding for Counte …

Paper Group ANR 1404

January 26, 2020

Adaptive Densely Connected Super-Resolution Reconstruction. To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning. How to make a pizza: Learning a compositional layer-based GAN model. Learning Algebraic Structur …

Paper Group ANR 1408

January 26, 2020

Calibration, Entropy Rates, and Memory in Language Models. Analyzing the Role of Model Uncertainty for Electronic Health Records. A Deep Factorization of Style and Structure in Fonts. The few-get-richer: a surprising consequence of popularity-based rankings. Deep Learning Methods for Signature Verification. Mixture Probabilistic Principal Geodesic …

Paper Group ANR 1457

January 26, 2020

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers. Facial Expression Restoration Based on Improved Graph Convolutional Networks. Tutorial: Safe and Reliable Machine Learning. Multimodal Image Super-res …

Paper Group ANR 1485

January 26, 2020

Understanding overfitting peaks in generalization error: Analytical risk curves for $l_2$ and $l_1$ penalized interpolation. Active Scene Learning. Discovering Implicational Knowledge in Wikidata. Adaptive Hedging under Delayed Feedback. Diversified Co-Attention towards Informative Live Video Commenting. Towards Multimodal Emotion Recognition in Ge …

Paper Group ANR 1490

January 26, 2020

On the Convergence of Perturbed Distributed Asynchronous Stochastic Gradient Descent to Second Order Stationary Points in Non-convex Optimization. Learned In Speech Recognition: Contextual Acoustic Word Embeddings. Automatic brain tissue segmentation in fetal MRI using convolutional neural networks. Enforcing constraints for time series prediction …

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 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 1585

January 26, 2020

Discourse Level Factors for Sentence Deletion in Text Simplification. Unaligned Image-to-Sequence Transformation with Loop Consistency. Explainable Observer-Classifier for Explainable Binary Decisions. Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. Visual cryptography in single-pixel imaging. The Task Anal …

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 …

Paper Group ANR 1658

January 25, 2020

Learning from Web Data with Self-Organizing Memory Module. Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield. Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators. Learning to Detect and Retrieve Objects from Unlabeled Videos. Sentiment Tagging with Partial Labe …

Paper Group ANR 1687

January 25, 2020

A Framework for Building Closed-Domain Chat Dialogue Systems. A Bulirsch-Stoer algorithm using Gaussian processes. Object detection on aerial imagery using CenterNet. Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior. Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory. Interval t …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1730

January 25, 2020

Risk Structures: Towards Engineering Risk-aware Autonomous Systems. Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting. Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network. The capacity of feedforward neural networks. Hyperspectral Ima …

Paper Group ANR 1751

January 25, 2020

Weakly Supervised Recognition of Surgical Gestures. Self-supervised representation learning from electroencephalography signals. Evolving Spiking Neural Networks for Nonlinear Control Problems. Is This The Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization. Actively Learning Gaussian Process Dynamics. Improving Neural …

Paper Group ANR 1773

January 25, 2020

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. On Application of Learning to Rank for E-Commerce Search. A Domain Generalization Perspective on Listwise Context Modeling. QGAN: Quantized Generative Adversarial Networks. U …

Paper Group ANR 1775

January 25, 2020

Training Quantized Neural Networks with a Full-precision Auxiliary Module. Style-based Variational Autoencoder for Real-World Super-Resolution. Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features. A unified sequence-to-sequence front-end model for Mandarin text-to- …

Paper Group ANR 1779

January 25, 2020

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results. Frequency Separation for Real-World Super-Resolution. Training Set Effect on Super Resolution for Automated Target Recognition. Text Summarization in the Biomedical Domain. Summary Refinement through Denoising. STRASS: A Light and Effective Method for Extractive Summariza …

Paper Group NANR 2

January 25, 2020

Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization. SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media. LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation. Neural machine translation system for the Kazakh language. A unified theory of a …

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 …