Super-Resolution

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 128

Paper Group ANR 128

April 2, 2020

Time-aware Large Kernel Convolutions. Symmetry Detection of Occluded Point Cloud Using Deep Learning. Deep Blind Video Super-resolution. ROSE: Real One-Stage Effort to Detect the Fingerprint Singular Point Based on Multi-scale Spatial Attention. EgoMap: Projective mapping and structured egocentric memory for Deep RL. Relevant-features based Auxilia …
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 163

Paper Group ANR 163

April 2, 2020

Joint Multiclass Debiasing of Word Embeddings. Deep Reinforcement Learning for Complex Manipulation Tasks with Sparse Feedback. Constraining the recent star formation history of galaxies : an Approximate Bayesian Computation approach. Teacher-Student chain for efficient semi-supervised histology image classification. One Explanation Does Not Fit Al …
Paper Group ANR 164

Paper Group ANR 164

April 2, 2020

Cooperative Observation of Targets moving over a Planar Graph with Prediction of Positions. Optimal HDR and Depth from Dual Cameras. Video Face Super-Resolution with Motion-Adaptive Feedback Cell. Semi-supervised Learning via Conditional Rotation Angle Estimation. De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Pred …
Paper Group ANR 176

Paper Group ANR 176

April 2, 2020

Syn2Real: Forgery Classification via Unsupervised Domain Adaptation. Large Hole Image Inpainting With Compress-Decompression Network. SF-Net: Single-Frame Supervision for Temporal Action Localization. Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos. Action Graphs: Weakly-supervised Action Localization with Graph Convolutio …
Paper Group ANR 180

Paper Group ANR 180

April 2, 2020

Few-shot Learning with Multi-scale Self-supervision. A Machine Learning Imaging Core using Separable FIR-IIR Filters. Histogram Layers for Texture Analysis. Deep Semantic Face Deblurring. Radiomic feature selection for lung cancer classifiers. On Learning Sets of Symmetric Elements. Motion Deblurring using Spatiotemporal Phase Aperture Coding. Semi …
Paper Group ANR 191

Paper Group ANR 191

April 2, 2020

Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class. Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates. Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping – Challenges and Opportunities. Solving Raven’s Progressive Matrices wi …
Paper Group ANR 197

Paper Group ANR 197

April 2, 2020

An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms. Watch and learn – a generalized approach for transferrable learning in deep neural networks via physical principles. Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion. COVID-ResNet: A Deep Learning Framework for Screeni …
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 200

Paper Group ANR 200

April 2, 2020

MEM_GE: a new maximum entropy method for image reconstruction from solar X-ray visibilities. What is the optimal depth for deep-unfolding architectures at deployment?. Optimizing Black-box Metrics with Adaptive Surrogates. Graph Attentional Autoencoder for Anticancer Hyperfood Prediction. Adversarial Imitation Attack. On the adversarial robustness …
Paper Group ANR 219

Paper Group ANR 219

April 2, 2020

LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis. Deep Sigma Point Processes. Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data. Knot Selection in Sparse Gaussian Processes. Fast Depth Estimation for View Synthesis. Weakly-supervised Multi-output Regression via Correlated Gaussian Pr …
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 247

Paper Group ANR 247

April 2, 2020

Probabilistic Reasoning across the Causal Hierarchy. EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation. Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network. Fashion Meets Computer Vision: A Survey. On Expert Behaviors and Question Types for Efficient Query-Based Ontol …
Paper Group ANR 258

Paper Group ANR 258

April 2, 2020

Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors. A Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation. sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems. On the Discrepancy between Density Estimation …
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 260

Paper Group ANR 260

April 2, 2020

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. Multilevel Acyclic Hypergraph Partitioning. Undersensitivity in Neural Reading Comprehension. Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. Practical Fast Gradient Sign Attack 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 304

Paper Group ANR 304

April 2, 2020

Robust Multi-channel Speech Recognition using Frequency Aligned Network. On Layer Normalization in the Transformer Architecture. Reinforcement Learning in FlipIt. Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents. Lattice protein design using Bayesian learning. FastDTW is approximate and Generally Slower than t …
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 324

Paper Group ANR 324

April 2, 2020

ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising. Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement. Algorithms for Optimizing Fleet Scheduling of Air Ambulances. Indexical Cities: Articulating Personal Models of Urban Preference with Geotagged Data. A Thorough Compari …
Paper Group ANR 351

Paper Group ANR 351

April 2, 2020

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. Deep Learning for Classifying Food Waste. VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge. Very simple stat …
Paper Group ANR 94

Paper Group ANR 94

April 2, 2020

SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence. Anomaly detection in chest radiographs with a weakly supervised flow-based deep learning method. Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. Fast Adaptation to Super-Resolution Networks via Meta-Learning. Stochastic Proxim …
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 463

Paper Group ANR 463

April 1, 2020

Deep Learning for Hindi Text Classification: A Comparison. Endoscopy disease detection challenge 2020. Beyond No-Regret: Competitive Control via Online Optimization with Memory. Resolving the Scope of Speculation and Negation using Transformer-Based Architectures. Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling …
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 …