Speech Enhancement

Paper Group AWR 13

Paper Group AWR 13

July 30, 2019

Conditional Time Series Forecasting with Convolutional Neural Networks. Learning to Segment Every Thing. Rasa: Open Source Language Understanding and Dialogue Management. Joint 3D Proposal Generation and Object Detection from View Aggregation. Contaminated speech training methods for robust DNN-HMM distant speech recognition. MUTAN: Multimodal Tuck …
Paper Group AWR 48

Paper Group AWR 48

July 30, 2019

Proximal Backpropagation. SSH: Single Stage Headless Face Detector. Video Enhancement with Task-Oriented Flow. Fine-grained human evaluation of neural versus phrase-based machine translation. Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. Modeling Label Ambiguity for Neural List-Wise Learning to Rank. Heterogeneou …
Paper Group ANR 125

Paper Group ANR 125

July 29, 2019

Performance Comparison of Algorithms for Movie Rating Estimation. Theory II: Landscape of the Empirical Risk in Deep Learning. Users prefer Guetzli JPEG over same-sized libjpeg. To tune or not to tune the number of trees in random forest?. An Automatic Contextual Analysis and Clustering Classifiers Ensemble approach to Sentiment Analysis. Sparsity, …
Paper Group ANR 128

Paper Group ANR 128

July 29, 2019

Capacity limitations of visual search in deep convolutional neural network. Exploiting Convolutional Representations for Multiscale Human Settlement Detection. Convolutional Neural Networks Via Node-Varying Graph Filters. Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary. Learning Rank Reduced Int …
Paper Group ANR 131

Paper Group ANR 131

July 29, 2019

Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things. InScript: Narrative texts annotated with script information. Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start. PaMM: Pose-aware Multi-shot Matching for Improving Person Re-ide …
Paper Group ANR 132

Paper Group ANR 132

July 29, 2019

Complex spectrogram enhancement by convolutional neural network with multi-metrics learning. Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment. Computing the Shapley Value in Allocation Problems: Approximations and Bounds, with an Application to the Italian VQR Research Assessment Program. Speeding up Contex …
Paper Group AWR 127

Paper Group AWR 127

July 29, 2019

Doubly Stochastic Variational Inference for Deep Gaussian Processes. PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison. Estimating the unseen from multiple populations. SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text. ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Rela …
Paper Group AWR 162

Paper Group AWR 162

July 29, 2019

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples. Cross-View Image Matching for Geo-localization in Urban Environments. Particle Clustering Machine: A Dynamical System Based Approach. On the State of the Art of Evaluation in Neural Language Models. Accurate Pulmonary Nodule Detection in Computed Tomography Im …
Paper Group ANR 176

Paper Group ANR 176

July 28, 2019

A Cluster Elastic Net for Multivariate Regression. An Asynchronous Parallel Approach to Sparse Recovery. Malware Detection by Eating a Whole EXE. Universal Joint Image Clustering and Registration using Partition Information. Distributed Bayesian Piecewise Sparse Linear Models. Solving Distributed Constraint Optimization Problems Using Logic Program …
Paper Group ANR 237

Paper Group ANR 237

July 28, 2019

On the Universality of Memcomputing Machines. Weight-based Fish School Search algorithm for Many-Objective Optimization. An Unsupervised Game-Theoretic Approach to Saliency Detection. Logic Programming approaches for routing fault-free and maximally-parallel Wavelength Routed Optical Networks on Chip (Application paper). A Deep Learning Model for T …
Paper Group ANR 319

Paper Group ANR 319

July 28, 2019

Rates of Convergence of Spectral Methods for Graphon Estimation. Estimating Mixed Memberships with Sharp Eigenvector Deviations. Two provably consistent divide and conquer clustering algorithms for large networks. Denoising random forests. Ubenwa: Cry-based Diagnosis of Birth Asphyxia. A Sparse Graph-Structured Lasso Mixed Model for Genetic Associa …
Paper Group ANR 466

Paper Group ANR 466

July 27, 2019

Discovering the Graph Structure in the Clustering Results. Item Silk Road: Recommending Items from Information Domains to Social Users. A Computer Vision System to Localize and Classify Wastes on the Streets. Time-Sensitive Bandit Learning and Satisficing Thompson Sampling. Safe Exploration for Identifying Linear Systems via Robust Optimization. 3D …
Paper Group ANR 498

Paper Group ANR 498

July 27, 2019

Local Shape Spectrum Analysis for 3D Facial Expression Recognition. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry. Dualing GANs. Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem. Improving Network Robustness against Adversarial Attacks with Compact Convolution. Block mod …
Paper Group ANR 606

Paper Group ANR 606

July 27, 2019

Supervised Speech Separation Based on Deep Learning: An Overview. An Empirical Evaluation of Visual Question Answering for Novel Objects. Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. Inference in Graphical Models via Semidefinite Programming Hierarchies. Comparison of Batch Normalization and Weight N …
Paper Group ANR 621

Paper Group ANR 621

July 27, 2019

What does Attention in Neural Machine Translation Pay Attention to?. Matching neural paths: transfer from recognition to correspondence search. Linearly constrained Gaussian processes. Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition. Robust Speech Recognition Using Generative Adversarial Networks. A H …
Paper Group ANR 716

Paper Group ANR 716

July 27, 2019

Consistencies and inconsistencies between model selection and link prediction in networks. Predicting Disease-Gene Associations using Cross-Document Graph-based Features. Channel masking for multivariate time series shapelets. Design of the Artificial: lessons from the biological roots of general intelligence. An ILP Solver for Multi-label MRFs wit …
Paper Group ANR 721

Paper Group ANR 721

July 27, 2019

Nonparametric Online Regression while Learning the Metric. The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences. Fast, Accurate and Fully Parallelizable Digital Image Correlation. Image Segmentatio …
Paper Group ANR 760

Paper Group ANR 760

July 26, 2019

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. Towards Proving the Adversarial Robustness of Deep Neural Networks. Combining Representation Learning with Logic for Language Processing. Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters. An ELU Network with Total Variation f …
Paper Group NANR 11

Paper Group NANR 11

July 26, 2019

CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups. Using Rhetorical Structure Theory for Detection of Fake Online Reviews. Known Strangers: Cross Linguistic Patterns in Multilingual Multidirectional Dictionaries. TakeLab at SemEval-2017 Task 5: Linear aggregation of word embeddings for fine-grained sentiment an …
Paper Group NANR 143

Paper Group NANR 143

July 26, 2019

Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task. Communication-Efficient Distributed Learning of Discrete Distributions. Weighted-Entropy-Based Quantization for Deep Neural Networks. How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?. Detection of Chines …