Image Super-Resolution

Paper Group ANR 32

Paper Group ANR 32

April 3, 2020

Moving Target Monte Carlo. Can ML predict the solution value for a difficult combinatorial problem?. Algorithmic Recourse: from Counterfactual Explanations to Interventions. POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning. Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints. Du$^2$Net: Learning Depth …
Paper Group ANR 62

Paper Group ANR 62

April 3, 2020

Performance of Statistical and Machine Learning Techniques for Physical Layer Authentication. ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation. A novel tree-structured point cloud dataset for skeletonization algorithm evaluation. Deep Learning Stereo Vision at the edge. An End-to-end Deep Learn …
Paper Group ANR 63

Paper Group ANR 63

April 3, 2020

Unpaired Image Super-Resolution using Pseudo-Supervision. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling. Multi-Level Feature Fusion Mechanism for Single Image Super-Resolution. Learning Deep Analysis Dictionaries – Part II: Convolutional Dictionaries. An Automatic Relevance Determination Prior Bayesian Neural Network for Cont …
Paper Group AWR 10

Paper Group AWR 10

April 3, 2020

High-Dimensional Feature Selection for Genomic Datasets. Localized Flow-Based Clustering in Hypergraphs. Train Scheduling with Hybrid Answer Set Programming. Regression via Implicit Models and Optimal Transport Cost Minimization. Context Based Emotion Recognition using EMOTIC Dataset. Decentralized Learning for Channel Allocation in IoT Networks ov …
Paper Group AWR 17

Paper Group AWR 17

April 3, 2020

Variational Wasserstein Barycenters for Geometric Clustering. MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection. PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation. Building a COVID-19 Vulnerability Index. End-to-End Fast Training of Communication …
Paper Group AWR 2

Paper Group AWR 2

April 3, 2020

StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization. The gap between theory and practice in function approximation with deep neural networks. Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool. Flashlight CNN Image Denoising. RIDE: Rewarding Impact-Dr …
Paper Group AWR 3

Paper Group AWR 3

April 3, 2020

TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU. Detecting Patch Adversarial Attacks with Image Residuals. Limitations of weak labels for embedding and tagging. Manifold Regularization for Adversarial Robustness. Unified Image and Video Saliency Modeling. Joint Geographical and Temporal Modeling based on Matrix Fa …
Paper Group AWR 33

Paper Group AWR 33

April 3, 2020

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer. Subclass Distillation. Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses. Relaxing Relationship Querie …
Paper Group AWR 56

Paper Group AWR 56

April 3, 2020

ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. Entropy Minimization vs. Diversity Maximization for Domain Adaptation. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. Social navigation with human empowerment driven reinforcement learning. Tensor-to-Vector Regression f …
Paper Group AWR 60

Paper Group AWR 60

April 3, 2020

Cars Can’t Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks. Extremely Dense Point Correspondences using a Learned Feature Descriptor. Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction. Detecting Attended Visual Targets in Video. High-Resolut …
Paper Group AWR 70

Paper Group AWR 70

April 3, 2020

Synaptic Metaplasticity in Binarized Neural Networks. Hierarchical Neural Architecture Search for Single Image Super-Resolution. Meta-Learning across Meta-Tasks for Few-Shot Learning. Few-Shot Learning as Domain Adaptation: Algorithm and Analysis. Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning. …
Paper Group AWR 75

Paper Group AWR 75

April 3, 2020

Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning. Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction. Good Feature Matching: Towards Accurate, Robust VO/VSLAM with Low Latency. Unbiased Scene Graph Generation from Biased Training. MagNet: Discovering Multi-agen …
Paper Group ANR 108

Paper Group ANR 108

April 2, 2020

A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series. Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization. Improving Label Ranking Ensembles using Boo …
Paper Group ANR 118

Paper Group ANR 118

April 2, 2020

Closed-loop Parameter Identification of Linear Dynamical Systems through the Lens of Feedback Channel Coding Theory. A Big Data Enabled Channel Model for 5G Wireless Communication Systems. Learning Cross-domain Generalizable Features by Representation Disentanglement. Meta Segmentation Network for Ultra-Resolution Medical Images. Variational infere …
Paper Group ANR 123

Paper Group ANR 123

April 2, 2020

Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. Bi-Directional Generation for Unsupervised Domain Adaptation. LAMBERT: Layout-Aware language Modeling using BERT for information extraction. B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data. Adaptive Loss …
Paper Group ANR 136

Paper Group ANR 136

April 2, 2020

Geocoding of trees from street addresses and street-level images. Variational Dropout Sparsification for Particle Identification speed-up. Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning. Pruning Neural Belief Propagation Decoders. Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directi …
Paper Group ANR 151

Paper Group ANR 151

April 2, 2020

Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models. Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts. BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels. Creating High Resolution Images with a Latent Adversarial Generator. Zero-shot and few-shot time s …
Paper Group ANR 199

Paper Group ANR 199

April 2, 2020

Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images. Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation. Separation of target anatomical structure and occlusions in chest radiographs. Twitter Bot Detection Using Bidirectional Long Short-term Memory Neural Network …
Paper Group ANR 237

Paper Group ANR 237

April 2, 2020

An interpretable neural network model through piecewise linear approximation. A Maximum Likelihood Approach to Speed Estimation of Foreground Objects in Video Signals. Learning to Optimize Non-Rigid Tracking. Designing for the Long Tail of Machine Learning. Solving Area Coverage Problem with UAVs: A Vehicle Routing with Time Windows Variation. Deep …
Paper Group ANR 259

Paper Group ANR 259

April 2, 2020

Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor. Ensemble of Sparse Gaussian Process Experts for Implicit Surface Mapping with Streaming Data. Bundle Adjustment on a Graph Processor. ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network. (Individual) Fairness for $k$-Clustering. A …
Paper Group ANR 291

Paper Group ANR 291

April 2, 2020

Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds. Plant Disease Detection from Images. NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing. M …
Paper Group ANR 315

Paper Group ANR 315

April 2, 2020

Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics. Bayes-Probe: Distribution-Guided Sampling for Prediction Level Sets. Calibrate and Prune: Improving Reliability of Lottery Tickets Through Prediction Calibration. Deep Multi-Modal Sets. CALVIS: chest, waist and pelvis circumference from 3D hum …
Paper Group ANR 426

Paper Group ANR 426

April 1, 2020

Superpixel Segmentation with Fully Convolutional Networks. A Robust Real-Time Computing-based Environment Sensing System for Intelligent Vehicle. Three Approaches for Personalization with Applications to Federated Learning. Finnish Language Modeling with Deep Transformer Models. A General Approach for Using Deep Neural Network for Digital Watermark …
Paper Group ANR 476

Paper Group ANR 476

April 1, 2020

A Unified Framework for Multiclass and Multilabel Support Vector Machines. Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach. Gaussianization Flows. Discrete graphical models – an optimization perspective. Reproducibility Challenge NeurIPS 2019 Report on “Competitive Gradient Descent”. Generalized Canonic …
Paper Group ANR 481

Paper Group ANR 481

April 1, 2020

C-DLinkNet: considering multi-level semantic features for human parsing. Intrinsic Motivation for Encouraging Synergistic Behavior. Learning to Represent Programs with Property Signatures. Segmentation of brain tumor on magnetic resonance imaging using a convolutional architecture. From Nesterov’s Estimate Sequence to Riemannian Acceleration. A Lab …
Paper Group ANR 482

Paper Group ANR 482

April 1, 2020

How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. Dominance Move calculation using a MIP approach for comparison of multi and many-objective optimization solution sets. Improved dual channel pulse coupled neural network and its application to multi-focus image fusion. Adversa …
Paper Group ANR 483

Paper Group ANR 483

April 1, 2020

Geometry and Topology of Deep Neural Networks’ Decision Boundaries. Performance Analysis of Combine Harvester using Hybrid Model of Artificial Neural Networks Particle Swarm Optimization. Minimax Confidence Interval for Off-Policy Evaluation and Policy Optimization. Generalized sampling with functional principal components for high-resolution rando …
Paper Group NANR 101

Paper Group NANR 101

April 1, 2020

Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling. Discovering Motor Programs by Recomposing Demonstrations. Representing Unordered Data Using Multiset Automata and Complex Numbers. Evaluating Lossy Compression Rates of Deep Generative Models. Attentive Sequential Neural Processes. Controlling generative models with continuou …