Speech Recognition

Paper Group ANR 290

January 30, 2020

Incremental Online Spoken Language Understanding. Iterative Delexicalization for Improved Spoken Language Understanding. A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification. A Taxonomy of Channel Pruning Signals in CNNs. Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. LivDet in Action - Fi …

Paper Group ANR 298

January 30, 2020

Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation. Curvature: A signature for Action Recognition in Video Sequences. Deep Compressed Sensing. Learning robust visual representations using data augmentation invariance. Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accu …

Paper Group ANR 303

January 30, 2020

RPC: A Large-Scale Retail Product Checkout Dataset. A machine learning method correlating pulse pressure wave data with pregnancy. Representation Learning on Unit Ball with 3D Roto-Translational Equivariance. Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning. Automatic Hierarchical Classification of Kelps us …

Paper Group ANR 308

January 30, 2020

Model Bridging: To Interpretable Simulation Model From Neural Network. Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces. PaintBot: A Reinforcement Learning Approach for Natural Media Painting. Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Crime. Mu …

Paper Group ANR 312

January 30, 2020

Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees. Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning. Synchronous Transformers for End-to-End Speech Recognition. The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad …

Paper Group ANR 315

January 30, 2020

Automatic Keyboard Layout Design for Low-Resource Latin-Script Languages. Representable Matrices: Enabling High Accuracy Analog Computation for Inference of DNNs using Memristors. Go with the Flow: Perception-refined Physics Simulation. ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction. A Distributed Online Convex Optimiz …

Paper Group ANR 328

January 30, 2020

Retrofitting Contextualized Word Embeddings with Paraphrases. Label-PEnet: Sequential Label Propagation and Enhancement Networks forWeakly Supervised Instance Segmentation. Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF. One-To-Many Multilingual End-to-end Speech Translation. Assessing the Safety …

Paper Group ANR 335

January 30, 2020

A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access. Distributed Learning of Deep Neural Networks using Independent Subnet Training. Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. A Variation …

Paper Group ANR 338

January 30, 2020

Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. COSTRA 1.0: A Dataset of Complex Sentence Transformations. Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning. Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. The Intrinsic …

Paper Group ANR 341

January 30, 2020

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction. Pillar in Pillar: Multi-Scale and Dynamic Feature Extraction for 3D Object Detection in Point Clouds. Recommender Systems Notation: Proposed Common Notatio …

Paper Group ANR 344

January 30, 2020

Classifying textual data: shallow, deep and ensemble methods. Learning Restricted Boltzmann Machines with Arbitrary External Fields. Understand Dynamic Regret with Switching Cost for Online Decision Making. Coordination Group Formation for OnLine Coordinated Routing Mechanisms. Spiking Neural Networks and Online Learning: An Overview and Perspectiv …

Paper Group ANR 347

January 30, 2020

SANTLR: Speech Annotation Toolkit for Low Resource Languages. Global Guarantees for Blind Demodulation with Generative Priors. Image Resizing by Reconstruction from Deep Features. Towards Explainable AI Planning as a Service. FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger D …

Paper Group ANR 359

January 30, 2020

Towards Precise End-to-end Weakly Supervised Object Detection Network. Event-based attention and tracking on neuromorphic hardware. A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement. Self-adaptive Potential-based Stopping Criteria for Particle Swarm Optimization. Automatically Evaluating Balance: A Machine Lea …

Paper Group ANR 362

January 30, 2020

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Situational Grounding within Multimodal Simulations. The invisible power of fairness. How machine learning shapes democracy. Why we need an AI-resilient society. Benign Overfitting in Linear Regression. When Does Non-Orthogonal Tensor Decomposition Have No Spurio …

Paper Group ANR 378

January 30, 2020

Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments. The Regularization of Small Sub-Constraint Satisfaction Problems. Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models. Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency. Variational bridge constr …

Paper Group ANR 384

January 30, 2020

Dynamic Face Video Segmentation via Reinforcement Learning. Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. Disentangled Representation Learning with Information Maximizing Autoencoder. TBT: Targeted Neural Network Attack with Bit Trojan. Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satell …

Paper Group ANR 390

January 30, 2020

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection. Reinforcement Learning with Non-uniform State Representations for Adaptive Search. Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space. Learning to Learn Semantic Parsers from Natural Language Supervision. Counterfactual diag …

Paper Group ANR 399

January 30, 2020

Riposte! A Large Corpus of Counter-Arguments. Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues. Perceptual Attention-based Predictive Control. Online Non-Convex Learning: Following the Perturbed Leader is Optimal. An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. Hamiltonian Monte-Carlo f …

Paper Group ANR 408

January 30, 2020

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices. Continual Prediction from EHR Data for Inpatient Acute Kidney Injury. Datalog Reasoning over Compressed RDF Knowledge Bases. Synthesizing facial photometries and corresponding geometries using generative adversarial networks. Barnes-Hut Approximation for …

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

Paper Group ANR 415

January 30, 2020

Unsupervised Image Matching and Object Discovery as Optimization. gradSLAM: Dense SLAM meets Automatic Differentiation. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters. CNN-based Cost Volume Analysis as Confidence Measure for …

Paper Group ANR 423

January 30, 2020

A maximum principle argument for the uniform convergence of graph Laplacian regressors. Seeding the Singularity for A.I. Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem. Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Technical Report: Co-learning of …

Paper Group ANR 424

January 30, 2020

LMVP: Video Predictor with Leaked Motion Information. A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. A concrete example of inclusive design: deaf-oriented accessibility. Domain-Relevant Embeddings for Medical Question Similarity. Traditional Machine Learning for Pitch Detection. Neural Rerendering in the Wild. Cor …

Paper Group ANR 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …

Paper Group ANR 434

January 30, 2020

A New Local Transformation Module for Few-shot Segmentation. Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit. CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models. DeepDA: LSTM-based Deep Data Association Network for Multi-Ta …

Paper Group ANR 439

January 30, 2020

A Framework for Predicting Impactability of Healthcare Interventions Using Machine Learning Methods, Administrative Claims, Sociodemographic and App Generated Data. Improving Voice Separation by Incorporating End-to-end Speech Recognition. Competence-based Curriculum Learning for Neural Machine Translation. Probabilistic Approximate Logic and its I …

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 443

January 30, 2020

Dependency-Aware Named Entity Recognition with Relative and Global Attentions. Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision. An Improved Tobit Kalman Filter with Adaptive Censoring Limits. Taking Care of The Discretization Problem:A Black-Box Adversarial Image Attack in Discrete Integer Domain. Br …