Image Enhancement

Paper Group AWR 4

Paper Group AWR 4

July 30, 2019

Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems. Low-Shot Learning with Imprinted Weights. InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure. Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks. DeepNAT: Deep Convolutional Neural Network …
Paper Group ANR 120

Paper Group ANR 120

July 29, 2019

Principled Hybrids of Generative and Discriminative Domain Adaptation. A Labelling Framework for Probabilistic Argumentation. Prototypal Analysis and Prototypal Regression. Target-Quality Image Compression with Recurrent, Convolutional Neural Networks. A new image compression by gradient Haar wavelet. Foundations for a Probabilistic Event Calculus. …
Paper Group ANR 5

Paper Group ANR 5

July 29, 2019

Rotation Averaging and Strong Duality. ZigZag: A new approach to adaptive online learning. A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints. Customer Lifetime Value Prediction Using Embeddings. A New Type of Neurons for Machine Learning. Quality-Efficiency Trade-offs in Machine Learning for Text Processing. …
Paper Group ANR 93

Paper Group ANR 93

July 29, 2019

Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling. Comprehension-guided referring expressions. Deep Learning in the Automotive Industry: Applications and Tools. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. Predictive Coding-based Deep Dynamic Neural Network for …
Paper Group ANR 94

Paper Group ANR 94

July 29, 2019

Removal of Salt and Pepper noise from Gray-Scale and Color Images: An Adaptive Approach. Data Dependent Kernel Approximation using Pseudo Random Fourier Features. Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants. Detecting Approximate Reflection Symmetry in a Point Set using Optimi …
Paper Group ANR 97

Paper Group ANR 97

July 29, 2019

Automatic semantic role labeling on non-revised syntactic trees of journalistic texts. MSR-net:Low-light Image Enhancement Using Deep Convolutional Network. Nonlinear Embedding Transform for Unsupervised Domain Adaptation. A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement. Nestrov’s Acceleration For Second Order Method. …
Paper Group AWR 147

Paper Group AWR 147

July 29, 2019

Learning to Generate Reviews and Discovering Sentiment. Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture. Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation. Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundar …
Paper Group AWR 164

Paper Group AWR 164

July 29, 2019

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. Enhanced Neural Machine Translation by Learning from Draft. Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. A Generative Model of People in Clothing. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Genera …
Paper Group ANR 179

Paper Group ANR 179

July 28, 2019

Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients. Algorithmic learning of probability distributions from random data in the limit. Efficient Compression Technique for Sparse Sets. Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer. What do We Learn by Semantic Scene Under …
Paper Group ANR 261

Paper Group ANR 261

July 28, 2019

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings. Scaling Binarized Neural Networks on Reconfigurable Logic. Recurrent …
Paper Group ANR 323

Paper Group ANR 323

July 28, 2019

Lexical Disambiguation in Natural Language Questions (NLQs). Building Robust Deep Neural Networks for Road Sign Detection. Adaptive Scaling. Computational Social Choice and Computational Complexity: BFFs?. Text-based Adventures of the Golovin AI Agent. High-Precision Localization Using Ground Texture. Good Arm Identification via Bandit Feedback. Fa …
Paper Group ANR 324

Paper Group ANR 324

July 28, 2019

FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification. Properties on n-dimensional convolution for image deconvolution. A Joint Identification Approach for Argumentative Writing Revisions. PatternNet: Visual Pattern Mining with Deep Neural Network. Computing Egomotion with Local Loop Closures for Egocentric Videos. WebVision …
Paper Group ANR 352

Paper Group ANR 352

July 28, 2019

Computationally and statistically efficient learning of causal Bayes nets using path queries. Sky detection and log illumination refinement for PDE-based hazy image contrast enhancement. Planar Object Tracking in the Wild: A Benchmark. X-View: Graph-Based Semantic Multi-View Localization. LSTM Networks for Data-Aware Remaining Time Prediction of Bu …
Paper Group ANR 373

Paper Group ANR 373

July 28, 2019

Ranking Based Locality Sensitive Hashing Enabled Cancelable Biometrics: Index-of-Max Hashing. Improving Deep Learning using Generic Data Augmentation. A GRU-based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition. Characterizing and Improving Stability in Neural Style Transfer. Automatic Summarizatio …
Paper Group ANR 463

Paper Group ANR 463

July 28, 2019

Compressive Embedding and Visualization using Graphs. Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. On the letter frequencies and entropy of written Marathi. Context Attentive Bandits: Contextual Bandit with Restricted Context. Adversarial Neural Machine Translation. Delayed acceptance ABC-SMC. The Social Bow Tie. Adaptive coordina …
Paper Group ANR 464

Paper Group ANR 464

July 27, 2019

Ontological Multidimensional Data Models and Contextual Data Qality. Bootstrap Robust Prescriptive Analytics. Fingerprint Extraction Using Smartphone Camera. Adapting general-purpose speech recognition engine output for domain-specific natural language question answering. End-to-end Planning of Fixed Millimeter-Wave Networks. NeST: A Neural Network …
Paper Group ANR 511

Paper Group ANR 511

July 27, 2019

Language Independent Single Document Image Super-Resolution using CNN for improved recognition. Fine-Gray competing risks model with high-dimensional covariates: estimation and Inference. Sample complexity of population recovery. Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. A General Model for Robust Tensor Factorization with Unknow …
Paper Group ANR 525

Paper Group ANR 525

July 27, 2019

Bundle Optimization for Multi-aspect Embedding. Convolutional Neural Pyramid for Image Processing. Calculating Probabilities Simplifies Word Learning. Optimal and Learning Control for Autonomous Robots. Distributed Kernel K-Means for Large Scale Clustering. Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evo …
Paper Group ANR 580

Paper Group ANR 580

July 27, 2019

Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training. Variational inference for the multi-armed contextual bandit. Convergence analysis of the information matrix in Gaussian belief propagation. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logist …
Paper Group ANR 588

Paper Group ANR 588

July 27, 2019

Rapid parametric density estimation. Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization. The Parallel Algorithm for the 2-D Discrete Wavelet Transform. Approximating meta-heuristics with homotopic recurrent neural networks. Towards co-evolution of fitness predictors and Deep Neural …
Paper Group ANR 614

Paper Group ANR 614

July 27, 2019

Multi-Scale Wavelet Domain Residual Learning for Limited-Angle CT Reconstruction. Single-epoch supernova classification with deep convolutional neural networks. CLaC @ QATS: Quality Assessment for Text Simplification. Luck is Hard to Beat: The Difficulty of Sports Prediction. Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted L …
Paper Group ANR 757

Paper Group ANR 757

July 26, 2019

Analysing Errors of Open Information Extraction Systems. Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. P …
Paper Group ANR 767

Paper Group ANR 767

July 26, 2019

HANDY: A Hybrid Association Rules Mining Approach for Network Layer Discovery of Services for Mobile Ad hoc Network. Deep Bilateral Learning for Real-Time Image Enhancement. Extensions of Morse-Smale Regression with Application to Actuarial Science. A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms. Prior-aware Dual Decomposi …