Speech Recognition

Paper Group ANR 600

Paper Group ANR 600

July 27, 2019

Identifying Harm Events in Clinical Care through Medical Narratives. Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval. ICABiDAS: Intuition Centred Architecture for Big Data Analysis and Synthesis. Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. DLPaper2Code: Auto-generation of Co …
Paper Group ANR 602

Paper Group ANR 602

July 27, 2019

On-line Building Energy Optimization using Deep Reinforcement Learning. Sparse inference of the drift of a high-dimensional Ornstein-Uhlenbeck process. Hand3D: Hand Pose Estimation using 3D Neural Network. Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. Visually-Aware Fashion Recommendation and Design with …
Paper Group ANR 609

Paper Group ANR 609

July 27, 2019

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. Multilingual Speech Recognition With A Single End-To-End Model. Occlusion Aware Unsupervised Learning of Optical Flow. UsingWord Embedding for Cross-Language Plagiarism Detection. Iterative Spectral Clustering for Unsupervised Object Localization. Deep Fault Analysis an …
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 617

Paper Group ANR 617

July 27, 2019

Face-from-Depth for Head Pose Estimation on Depth Images. General Latent Feature Modeling for Data Exploration Tasks. Causal Inference by Stochastic Complexity. Prediction of amino acid side chain conformation using a deep neural network. General Bayesian Updating and the Loss-Likelihood Bootstrap. A Minimal Solution for Two-view Focal-length Estim …
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 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 632

Paper Group ANR 632

July 27, 2019

A General Theory for Training Learning Machine. A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution. Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data. Domain Recursion for Lifted Inference with Existential Quantifiers. Depth Separation for Neural Networks. Stable recovery of deep linear networ …
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 …
Paper Group ANR 635

Paper Group ANR 635

July 27, 2019

Feature Map Pooling for Cross-View Gait Recognition Based on Silhouette Sequence Images. Online Learning to Rank in Stochastic Click Models. Visual speech recognition: aligning terminologies for better understanding. Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. Deep learning for semantic segmentation of remote …
Paper Group ANR 636

Paper Group ANR 636

July 27, 2019

Stratified Transfer Learning for Cross-domain Activity Recognition. Bib2vec: An Embedding-based Search System for Bibliographic Information. Compressing Recurrent Neural Network with Tensor Train. A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data. A Tale of Two Animats: What does it take to have goals?. Finding St …
Paper Group ANR 638

Paper Group ANR 638

July 27, 2019

Light field super resolution through controlled micro-shifts of light field sensor. Extending Defensive Distillation. Consequentialist conditional cooperation in social dilemmas with imperfect information. Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions. Dual Supervised …
Paper Group ANR 643

Paper Group ANR 643

July 27, 2019

Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. Segmentation of Instances by Hashing. Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition. Randomized Iterative Reconstruction for Sparse View X-ray Computed Tomography. Creativity: Generating Diverse Questions using Variational …
Paper Group ANR 645

Paper Group ANR 645

July 27, 2019

Micro Fourier Transform Profilometry ($μ$FTP): 3D shape measurement at 10,000 frames per second. Structure-measure: A New Way to Evaluate Foreground Maps. Locality Preserving Projections for Grassmann manifold. 3D Reconstruction of Simple Objects from A Single View Silhouette Image. Localized LRR on Grassmann Manifolds: An Extrinsic View. Fast Regr …
Paper Group ANR 648

Paper Group ANR 648

July 27, 2019

Random matrix approach for primal-dual portfolio optimization problems. Evaluation of Hashing Methods Performance on Binary Feature Descriptors. Justifications in Constraint Handling Rules for Logical Retraction in Dynamic Algorithms. Investigating the Impact of Data Volume and Domain Similarity on Transfer Learning Applications. The exploding grad …
Paper Group ANR 658

Paper Group ANR 658

July 27, 2019

Can Image Retrieval help Visual Saliency Detection?. Top-Down Saliency Detection Driven by Visual Classification. SMC Faster R-CNN: Toward a scene-specialized multi-object detector. Self-explanatory Deep Salient Object Detection. Similarity Function Tracking using Pairwise Comparisons. The Morphospace of Consciousness. KGAN: How to Break The Minima …
Paper Group ANR 659

Paper Group ANR 659

July 27, 2019

Determining Song Similarity via Machine Learning Techniques and Tagging Information. Learning to Transfer. Predicting Session Length in Media Streaming. Consistent On-Line Off-Policy Evaluation. A Homological Theory of Functions. All the people around me: face discovery in egocentric photo-streams. Supervised Machine Learning for Signals Having RRC …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 685

Paper Group ANR 685

July 27, 2019

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …
Paper Group ANR 686

Paper Group ANR 686

July 27, 2019

Achieving the time of $1$-NN, but the accuracy of $k$-NN. Recent Advances in Features Extraction and Description Algorithms: A Comprehensive Survey. Does mitigating ML’s impact disparity require treatment disparity?. Centrality measures for graphons: Accounting for uncertainty in networks. Automatic Response Assessment in Regions of Language Cortex …
Paper Group ANR 690

Paper Group ANR 690

July 27, 2019

Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy. Ontologies in System Engineering: a Field Report. Unsupervised robust nonparametric learning of hidden community properties. Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression. Deep Reservoir Computing Using Cellular Automat …
Paper Group ANR 692

Paper Group ANR 692

July 27, 2019

Estimation Considerations in Contextual Bandits. Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. Identifying Best Interventions through Online Importance Sampling. Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods. An Integrated and Scalable …
Paper Group ANR 705

Paper Group ANR 705

July 27, 2019

Humanoid Robots as Agents of Human Consciousness Expansion. A Berkeley View of Systems Challenges for AI. Universal Adversarial Perturbations Against Semantic Image Segmentation. Playtime Measurement with Survival Analysis. Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling. En …
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 718

Paper Group ANR 718

July 27, 2019

Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization. From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. Event Stream-Based Process Discovery using Abstract Representations. High Voltage Insulator Surface Evaluation Using Image Processing. Factoring Exogenous State for M …
Paper Group ANR 724

Paper Group ANR 724

July 27, 2019

Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation. Deep Learning for Computational Chemistry. Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data. Fine-grained Visual-textual Representation …
Paper Group ANR 726

Paper Group ANR 726

July 27, 2019

Modeling Information Flow Through Deep Neural Networks. Kernel Approximation Methods for Speech Recognition. Ultra-Fast Reactive Transport Simulations When Chemical Reactions Meet Machine Learning: Chemical Equilibrium. Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. Structure Optimization for …
Paper Group ANR 737

Paper Group ANR 737

July 27, 2019

A projection pursuit framework for testing general high-dimensional hypothesis. Attention-Based End-to-End Speech Recognition on Voice Search. ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. Robust features f …