Super-Resolution

Paper Group ANR 461

October 18, 2019

Adversarial Metric Learning. CrowdHuman: A Benchmark for Detecting Human in a Crowd. Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables. Batch Normalization Sampling. Avoiding a Tragedy of the Commons in the Peer Review Process. Enhanced Signal Recovery via Sparsity Inducing Image Priors. Learning t …

Paper Group ANR 482

October 18, 2019

Direction-aware Spatial Context Features for Shadow Detection and Removal. In-RDBMS Hardware Acceleration of Advanced Analytics. Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly. Local Interpretable Model-agnostic Explanations of …

Paper Group ANR 483

October 18, 2019

Bag of Recurrence Patterns Representation for Time-Series Classification. Abnormality Detection in Mammography using Deep Convolutional Neural Networks. Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification. The Case for Full-Matrix Adaptive Regularization. Personalized Education at Scale. Impact of Batch Size o …

Paper Group ANR 493

October 18, 2019

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning. Variance Reduction for Reinforcement Learning in Input-Driven Environments. Pragmatic approach to structured data querying via natural language interface. End-to-end depth from motion with stabilized monocular videos. The Effects of Super-Resolution on Object Detection Performan …

Paper Group ANR 496

October 18, 2019

Local, algebraic simplifications of Gaussian random fields. IGNOR: Image-guided Neural Object Rendering. One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Causal Discovery in the Presence of Missing Data. Unlabeled Compression Schemes Exceeding the VC-dimension. Approximate Inference for Multiplicative Latent Fo …

Paper Group ANR 504

October 18, 2019

Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification. Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding. Deep MR Image Super-Resolution Using Structural Priors. Sequence-based Multi-lingual Low Resource Speech Recognition. Learning Optima …

Paper Group ANR 509

October 18, 2019

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks. Modelling Point Spread Function in Fluorescence Microscopy with a Sparse Combination of Gaussian Mixture: Trade-off between Accuracy and Efficiency. mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. Diversity …

Paper Group ANR 514

October 18, 2019

A Quantitative Evaluation of Natural Language Question Interpretation for Question Answering Systems. Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. Towards Resisting Large Data Variations via Introspective Learning. A high-performance analog Max-SAT solver and its application to Ramsey numbers. Simple R …

Paper Group ANR 528

October 18, 2019

Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification. PIMMS: Permutation Invariant Multi-Modal Segmentation. Expanding a robot’s life: Low power object recognition via FPGA-based DCNN deployment. Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition. Time-Discounting Convolution f …

Paper Group ANR 533

October 18, 2019

Computational Intelligence in Sports: A Systematic Literature Review. Pumpout: A Meta Approach to Robust Deep Learning with Noisy Labels. Parameter-free Sentence Embedding via Orthogonal Basis. Challenges of Convex Quadratic Bi-objective Benchmark Problems. Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with …

Paper Group ANR 556

October 18, 2019

Estimating Phenotypic Traits From UAV Based RGB Imagery. A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition. DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval. Artificial Neural Networks in Fluid Dynamics: A Novel Approach to the Navier-Stokes Equations. End-to-End Mul …

Paper Group ANR 578

October 18, 2019

Stealing Hyperparameters in Machine Learning. Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition. Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms. Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Reg …

Paper Group ANR 590

October 18, 2019

Towards a glaucoma risk index based on simulated hemodynamics from fundus images. Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. Universal Supervised Learning for Individual Data. Mechanism Design for Social Good. Revisiting Skip-Gram Negative Sampling Model with Rectification …

Paper Group ANR 599

October 18, 2019

Learning Image Conditioned Label Space for Multilabel Classification. Aff2Vec: Affect–Enriched Distributional Word Representations. Radiative Transport Based Flame Volume Reconstruction from Videos. Review Helpfulness Assessment based on Convolutional Neural Network. New CleverHans Feature: Better Adversarial Robustness Evaluations with Attack Bun …

Paper Group ANR 602

October 18, 2019

Stress Test Evaluation for Natural Language Inference. Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method. Foundations of Comparison-Based Hierarchical Clustering. Guided Graph Spectral Embedding: Application to the C. elegans Connectome. Learning Representations of Social Media Users. Mapping Un …

Paper Group ANR 606

October 18, 2019

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. Excessive Invariance Causes Adversarial Vulnerability. Joint Image Captioning and Question Answering. Facial Landmark Detection: a Literature Survey. Image Transformer. Compressed Dictionary Learning. A Distributed Secon …

Paper Group ANR 630

October 18, 2019

Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. Learning Graph Representation via Formal Concept Analysis. Quantum Entanglement in Deep Learning Architectures. Flipped-Adversarial AutoEncoders. Denoising Prior Driven Deep Neural Network for Image Restoration. Mimetic vs Anchored Value Alignment in Artificial Intell …

Paper Group ANR 636

October 18, 2019

Multi-cell LSTM Based Neural Language Model. bigMap: Big Data Mapping with Parallelized t-SNE. Network Inference from Temporal-Dependent Grouped Observations. Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders. Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotati …

Paper Group ANR 637

October 18, 2019

Exploring Disentangled Feature Representation Beyond Face Identification. Point-cloud-based place recognition using CNN feature extraction. Plan Explanations as Model Reconciliation – An Empirical Study. Side Information for Face Completion: a Robust PCA Approach. Towards fully automated protein structure elucidation with NMR spectroscopy. Exploit …

Paper Group ANR 640

October 18, 2019

Understanding Actors and Evaluating Personae with Gaussian Embeddings. Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of Interactions. Local Orthogonal-Group Testing. A Framework for Video-Driven Crowd Synthesis. Relative Entropy Regularized Policy Iteration. Adversarial 3D Human Pose Estimation via Multimo …

Paper Group ANR 656

October 18, 2019

Visual Analogies between Atari Games for Studying Transfer Learning in RL. Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface. Exploration vs. Exploitation in Team Formation. Time-interval balancing in multi-processor scheduling of composite modular jobs (preli …

Paper Group ANR 672

October 18, 2019

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments. Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?. A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. Are You Sure You Want To …

Paper Group ANR 678

October 18, 2019

A theory of sequence indexing and working memory in recurrent neural networks. Parametrized Accelerated Methods Free of Condition Number. Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation. TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time. Learning Socially Appropriate Robo …

Paper Group ANR 687

October 17, 2019

Feedforward Neural Network for Time Series Anomaly Detection. A randomized gradient-free attack on ReLU networks. A General Family of Robust Stochastic Operators for Reinforcement Learning. Action Quality Assessment Across Multiple Actions. A Learning-Based Framework for Line-Spectra Super-resolution. Answering Hindsight Queries with Lifted Dynamic …

Paper Group ANR 688

October 17, 2019

Distilling with Performance Enhanced Students. On the Complexity of Value Iteration. Active Object Reconstruction Using a Guided View Planner. Superconducting Optoelectronic Neurons I: General Principles. An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses. Pathwise Derivatives for Multivariate Distributions. Ev …

Paper Group ANR 708

October 17, 2019

Robust 6D Object Pose Estimation with Stochastic Congruent Sets. Deep Learning for Single Image Super-Resolution: A Brief Review. Generalized Binary Search For Split-Neighborly Problems. A Deep Structure of Person Re-Identification using Multi-Level Gaussian Models. 6D Pose Estimation using an Improved Method based on Point Pair Features. An ADMM-B …

Paper Group ANR 710

October 17, 2019

Assessing Performance of Aerobic Routines using Background Subtraction and Intersected Image Region. An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. Deep learning-based super-resolution in coherent imaging systems. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accu …

Paper Group ANR 748

October 17, 2019

Perfusion parameter estimation using neural networks and data augmentation. Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks. Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank. Visual Localization of Key Positions for Visually Impaired People. Learning Object Localization and …