Super-Resolution

Paper Group ANR 365

Paper Group ANR 365

July 28, 2019

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. Task-driven Visual Saliency and Attention-based Visual Question Answering. An Integrated Approach to Crowd Video Analysis: From Tracking to Multi-level Activity Recognition. Efficient Diverse Ensemble for Discriminative Co-Tracking. M2D: Monolog to Di …
Paper Group ANR 368

Paper Group ANR 368

July 28, 2019

Probabilistic Generative Adversarial Networks. On the EM-Tau algorithm: a new EM-style algorithm with partial E-steps. A Frequency Domain Neural Network for Fast Image Super-resolution. CREST: Convolutional Residual Learning for Visual Tracking. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours. 3D Shape Classific …
Paper Group ANR 409

Paper Group ANR 409

July 28, 2019

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. Deep scattering transform applied to note onset detection and instrument …
Paper Group ANR 416

Paper Group ANR 416

July 28, 2019

MomentsNet: a simple learning-free method for binary image recognition. Understanding the Feedforward Artificial Neural Network Model From the Perspective of Network Flow. The loss surface of deep and wide neural networks. Super-Resolution via Deep Learning. Making a long story short: A Multi-Importance fast-forwarding egocentric videos with the em …
Paper Group ANR 428

Paper Group ANR 428

July 28, 2019

Distribution-Preserving k-Anonymity. Persistent homology machine learning for fingerprint classification. Computing LPMLN Using ASP and MLN Solvers. Curriculum Learning for Multi-Task Classification of Visual Attributes. Winqi: A System for 6D Localization and SLAM Augmentation Using Wideangle Optics and Coded Light Beacons. Art of singular vectors …
Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 437

Paper Group ANR 437

July 28, 2019

A Fourier-invariant method for locating point-masses and computing their attributes. Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference. If it ain’t broke, don’t fix it: Sparse metric repair. A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials. Automated …
Paper Group ANR 443

Paper Group ANR 443

July 28, 2019

The Expanding Approvals Rule: Improving Proportional Representation and Monotonicity. Bringing Impressionism to Life with Neural Style Transfer in Come Swim. Inter-Session Modeling for Session-Based Recommendation. Sensor Synthesis for POMDPs with Reachability Objectives. The impossibility of “fairness”: a generalized impossibility result for decis …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 483

Paper Group ANR 483

July 27, 2019

FADO: A Deterministic Detection/Learning Algorithm. Entropic Trace Estimates for Log Determinants. Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. Multiscale sequence modeling with a learned dictionary. Dual-fisheye lens stitching for 360-degree imaging. Super-Resolution of Wavelet-Encoded Images. Memory-Efficient Gl …
Paper Group ANR 488

Paper Group ANR 488

July 27, 2019

Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport. Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner. Depression Severity Estimation from Multiple Modalities. Tuning Over-Relaxed ADMM. Spontaneous Symmetry Breaking in Neural Networks. Cardinal Virtues: Extracting …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 503

Paper Group ANR 503

July 27, 2019

Exact heat kernel on a hypersphere and its applications in kernel SVM. Robust Multilingual Part-of-Speech Tagging via Adversarial Training. Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence. Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. Incr …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
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 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 549

Paper Group ANR 549

July 27, 2019

BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. Triaging Content Severity in Online Mental Health Forums. Predicting Native Language from Gaze. Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making. Topic Compositional Neural Language Model. Modelling Preference Data with the Wallenius Di …
Paper Group ANR 555

Paper Group ANR 555

July 27, 2019

Block-Sparse Recurrent Neural Networks. Sparse Neural Networks Topologies. Using Optimal Ratio Mask as Training Target for Supervised Speech Separation. Learning Unified Embedding for Apparel Recognition. A Survey on Content-Aware Video Analysis for Sports. Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild. The CLa …
Paper Group ANR 560

Paper Group ANR 560

July 27, 2019

New efficient algorithms for multiple change-point detection with kernels. Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines. On (Commercial) Benefits of Automatic Text Summarization Systems in the News Domain: A Case of Media Monitoring and Media Response Analysis. Traffic Sign Timely Vis …
Paper Group ANR 561

Paper Group ANR 561

July 27, 2019

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. Review. Machine learning techniques for traffic sign detection. PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. Equivalence Between …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 576

Paper Group ANR 576

July 27, 2019

DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks. Going Wider: Recurrent Neural Network With Parallel Cells. Generative Models of Visually Grounded Imagination. Distributed SAGA: Maintaining linear convergence rate with limited communication. Scalable and Compact 3D Action Recognition with Appr …
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 591

Paper Group ANR 591

July 27, 2019

Drift Analysis. Supervised Deep Hashing for Hierarchical Labeled Data. Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning. A Real-time and Registration-free Framework for Dynamic Shape Instantiation. Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning. Product Graph-based Highe …
Paper Group ANR 596

Paper Group ANR 596

July 27, 2019

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images. Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution. Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network. Hierarc …
Paper Group ANR 612

Paper Group ANR 612

July 27, 2019

Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. Persistence Flamelets: multiscale Persistent Homology for kernel density exploration. Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. Fast single image super-resolution based on sigmoid transformation. Co …
Paper Group ANR 628

Paper Group ANR 628

July 27, 2019

Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm. Learning when to skim and when to read. Benchmarking Super-Resolution Algorithms on Real Data. Multi-task Learning with Gradient Guided Policy Specialization. Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm. Front-to-End Bidirectional Heuristic Sea …
Paper Group ANR 634

Paper Group ANR 634

July 27, 2019

Decoding with Finite-State Transducers on GPUs. An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series. Towards a Unified Taxonomy of Biclustering Methods. High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization. Associative content-addressable networks with exponentially many robust stabl …