Speech Recognition

Paper Group ANR 315

Paper Group ANR 315

July 28, 2019

Adaptive Matching for Expert Systems with Uncertain Task Types. Multi-Document Summarization using Distributed Bag-of-Words Model. Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting. Search Intelligence: Deep Learning For Dominant Category Prediction. Simulated Annealing Algorithm fo …
Paper Group ANR 318

Paper Group ANR 318

July 28, 2019

Deep Learning for Distant Speech Recognition. Highlighting objects of interest in an image by integrating saliency and depth. Control of the Correlation of Spontaneous Neuron Activity in Biological and Noise-activated CMOS Artificial Neural Microcircuits. BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Appli …
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 326

Paper Group ANR 326

July 28, 2019

An affective computational model for machine consciousness. A visual search engine for Bangladeshi laws. Solving Equations of Random Convex Functions via Anchored Regression. Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. What Words Do We Use to Lie?: Word Choice in Deceptive …
Paper Group ANR 329

Paper Group ANR 329

July 28, 2019

Maximum Margin Interval Trees. Learning Hierarchical Information Flow with Recurrent Neural Modules. The detour problem in a stochastic environment: Tolman revisited. Interstitial Content Detection. Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor. Cold-Start Reinforcement Learning with Softmax Polic …
Paper Group ANR 337

Paper Group ANR 337

July 28, 2019

Shape from Shading through Shape Evolution. Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. Multi-View Deep Learning for Consistent Semantic M …
Paper Group ANR 342

Paper Group ANR 342

July 28, 2019

SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks. Consistent Multiple Graph Matching with Multi-layer Random Walks Synchronization. A Fuzzy Brute Force Matching Method for Binary Image Features. Learning to Predict Charges for Criminal Cases with Legal Basis. Multi-kernel learning of deep convolutiona …
Paper Group ANR 344

Paper Group ANR 344

July 28, 2019

Automatic Quality Estimation for ASR System Combination. Large-scale Image Geo-Localization Using Dominant Sets. The Geometry of Nodal Sets and Outlier Detection. Image Captioning and Classification of Dangerous Situations. DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. Data Distillation for Controlling Specificity in …
Paper Group ANR 348

Paper Group ANR 348

July 28, 2019

Inverse Reinforcement Learning Under Noisy Observations. (k,q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior. TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. Recognition of Documents in Braille. Exploring Directional Path-Consistency for Solving Constraint Networks. Digitising Cultural Complexity: Repres …
Paper Group ANR 350

Paper Group ANR 350

July 28, 2019

ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI. Induction of Decision Trees based on Generalized Graph Queries. Texture Synthesis with Recurrent Variational Auto-Encoder. LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions. Visuospatial Skill Learning for Robots. Interpretable Counting for Visual Question A …
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 358

Paper Group ANR 358

July 28, 2019

Qualitative Assessment of Recurrent Human Motion. Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. A rule based algorithm for detecting negative words in Persian. Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems. Applying the Wizard-of-Oz Technique to Multimodal Human-Robot Dialogue. Robust …
Paper Group ANR 362

Paper Group ANR 362

July 28, 2019

Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes. Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation. Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer’s Disease. Resurrecting the sigmoid in deep learning through dynami …
Paper Group ANR 366

Paper Group ANR 366

July 28, 2019

Light Cascaded Convolutional Neural Networks for Accurate Player Detection. Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing. Clustering Patients with Tensor Decomposition. Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method. Provable Alternating Gradient Descent for …
Paper Group ANR 377

Paper Group ANR 377

July 28, 2019

Meta-Learning MCMC Proposals. A Supervised STDP-based Training Algorithm for Living Neural Networks. Single-pixel imaging with Morlet wavelet correlated random patterns. A generalized multivariate Student-t mixture model for Bayesian classification and clustering of radar waveforms. Post-hoc labeling of arbitrary EEG recordings for data-efficient e …
Paper Group ANR 380

Paper Group ANR 380

July 28, 2019

What do we need to build explainable AI systems for the medical domain?. Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing. Deriving Probability Density Functions from Probabilistic Functional Programs. An Ontological Architecture for Orbital Debris Data. Audio Scene Classification with Deep Recurrent Neural Networks. Web Robot D …
Paper Group ANR 393

Paper Group ANR 393

July 28, 2019

Machine Teaching: A New Paradigm for Building Machine Learning Systems. Attention-Based Multimodal Fusion for Video Description. A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation. Closed-Loop Policies for Operational Tests of Safety-Critical Systems. Extracting Core Claims from Scientific …
Paper Group ANR 395

Paper Group ANR 395

July 28, 2019

Does Weather Matter? Causal Analysis of TV Logs. Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. A Method for Determining Weights of Criterias and Alternative of Fuzzy Group Decision Making Problem. A proposal for ethically traceable artificial intelligence. Learning Independent Causal Mechanisms. Learnin …
Paper Group ANR 403

Paper Group ANR 403

July 28, 2019

Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features. Language Models of Spoken Dutch. Discovering Latent Covariance Structures for Multiple Time Series. Cooperative Automated Vehicles: a Review of Opportunities and Challenges in Socially Intelligent Vehicles Beyond Networking. Customized Routing Op …
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 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 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 458

Paper Group ANR 458

July 28, 2019

Regression-aware decompositions. Learning Detection with Diverse Proposals. Unbiasing Truncated Backpropagation Through Time. Causality Refined Diagnostic Prediction. Planecell: Representing the 3D Space with Planes. Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. Hemingway: Modeling Distributed Optimization Algorithms …
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 467

Paper Group ANR 467

July 27, 2019

Listening while Speaking: Speech Chain by Deep Learning. Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads. Deep Tensor Encoding. Explainable Entity-based Recommendations with Knowledge Graphs. Zero-Shot …
Paper Group ANR 479

Paper Group ANR 479

July 27, 2019

Gradient Boosting on Stochastic Data Streams. A Variance Maximization Criterion for Active Learning. Providing Effective Real-time Feedback in Simulation-based Surgical Training. Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level. Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning. The …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …