Speech Recognition

Paper Group AWR 353

February 1, 2020

Efficient Representation Learning Using Random Walks for Dynamic Graphs. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. NorNE: Annotating Named Entities for Norwegian. SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation. Learning from Multi …

Paper Group AWR 355

February 1, 2020

Adapting Multilingual Neural Machine Translation to Unseen Languages. Adversarial Policy Gradient for Deep Learning Image Augmentation. TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. Story Ending Prediction by Transferable BERT. Learning Optimal Data Augmentation Policies via Bayesia …

Paper Group AWR 75

February 1, 2020

Exploring spectro-temporal features in end-to-end convolutional neural networks. On Slicing Sorted Integer Sequences. Warp and Learn: Novel Views Generation for Vehicles and Other Objects. FFA-Net: Feature Fusion Attention Network for Single Image Dehazing. Transductive Zero-Shot Learning with Visual Structure Constraint. Generalisation dynamics of …

Paper Group AWR 78

February 1, 2020

Illumination-Based Data Augmentation for Robust Background Subtraction. Structural Similarity based Anatomical and Functional Brain Imaging Fusion. Boosting: Why You Can Use the HP Filter. One-element Batch Training by Moving Window. Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. HARE: a Flexible Highlight …

Paper Group AWR 89

February 1, 2020

Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss. Towards a Robust Deep Neural Network in Texts: A Survey. Unconstrained Facial Expression Transfer using Style-based Generator. A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids. Restoring ancient te …

Paper Group AWR 91

February 1, 2020

Unsupervised Label Noise Modeling and Loss Correction. On improving deep learning generalization with adaptive sparse connectivity. Deep Density-aware Count Regressor. Generative Adversarial Networks for text using word2vec intermediaries. Learning to Optimize Multigrid PDE Solvers. Attention model for articulatory features detection. Graph Embedde …

Paper Group AWR 96

February 1, 2020

Fixing the train-test resolution discrepancy. Neural Percussive Synthesis Parameterised by High-Level Timbral Features. Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations. A Low-Cost, Flexible and Portable Volumetric Capturing System. Wasserstein Style Transfer. Educating Text Autoencoders: Latent Representati …

Paper Group ANR 102

January 31, 2020

Using Small Proxy Datasets to Accelerate Hyperparameter Search. FSGAN: Subject Agnostic Face Swapping and Reenactment. Data-Driven Deep Learning of Partial Differential Equations in Modal Space. Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns. Integrating Source-channel and Attention-based Sequence-to-sequence Models …

Paper Group ANR 116

January 31, 2020

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization. Conditioned Query Generation for Task-Oriented Dialogue Systems. Low-resource Deep Entity Resolution with Transfer and Active Learning. NCLS: Neural Cross-Lingual Summarization. Revisit Lmser and its further development based on convolutional layers. Mixout: Effective Regulariza …

Paper Group ANR 12

January 31, 2020

A Systematic Study of Leveraging Subword Information for Learning Word Representations. Infer Implicit Contexts in Real-time Online-to-Offline Recommendation. Deep Learning for Audio Signal Processing. Block Argumentation. Policy Continuation with Hindsight Inverse Dynamics. Modeling competitive evolution of multiple languages. Locality Aware Appea …

Paper Group ANR 129

January 31, 2020

Distributed Deep Learning Strategies For Automatic Speech Recognition. MMTM: Multimodal Transfer Module for CNN Fusion. A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging. Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. BUOCA: Budget-Optimized Crowd Worker Allocation. Copy-Enhanced Heterogeneous I …

Paper Group ANR 139

January 31, 2020

Designing a Symbolic Intermediate Representation for Neural Surface Realization. Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation. Efficient Continual Learning in Neural Networks with Embedding Regularization. CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis. Design and U …

Paper Group ANR 148

January 31, 2020

SceneFlowFields++: Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation. Transport Model for Feature Extraction. Exploring Representativeness and Informativeness for Active Learning. Fast Glare Detection in Document Images. On The Radon–Nikodym Spectral Approach With Optimal Clustering. Exponential-Binary …

Paper Group ANR 15

January 31, 2020

Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs. Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification. Adversarial Speaker Verification. Structural Pruning in Deep Neural Networks: A Small-World Approach. …

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …

Paper Group ANR 162

January 31, 2020

Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning. Robust and Communication-Efficient Federated Learning from Non-IID Data. Introduction to Voice Presentation Attack Detection and Recent Advances. Connecting Touch and Vision via Cross-Modal Prediction. Augmenting Gastrointestinal Health: A Deep Learning Approach to Huma …

Paper Group ANR 165

January 31, 2020

Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation. Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning. NLP Driven Ensemble Based Automatic Subtitle Generation and Semantic Video Summarization Technique. Simple iterative method for generating targeted universal advers …

Paper Group ANR 167

January 31, 2020

Fractional spectral graph wavelets and their applications. On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods. Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement. Distributed Microphone Speech Enhancement based on Deep Learning. Multilingual End-to-End Speech Translation. Nece …

Paper Group ANR 168

January 31, 2020

On the Convergence of FedAvg on Non-IID Data. Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed. English-Bhojpuri SMT System: Insights from the Karaka Model. DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification. Improving sequence-to-sequence speech recognition training with on-the-fly data augmenta …

Paper Group ANR 169

January 31, 2020

Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning. Streaming Adaptive Nonparametric Variational Autoencoder. Effective Data Augmentation with Multi-Domain Learning GANs. Knowledge Query Network: How Knowledge Interacts with Skills. Assessing the Impact of a User-Item Collaborative Attack on Cl …

Paper Group ANR 17

January 31, 2020

Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features. Autonomous Removal of Perspective Distortion for Robotic Elevator Button Recognition. Decoding Cosmological Information in Weak-Lensing Mass Maps with Generative Adversarial Networks. Breaking the cycle – Colleagues are all you need. C …

Paper Group ANR 172

January 31, 2020

Hierarchical stochastic neighbor embedding as a tool for visualizing the encoding capability of magnetic resonance fingerprinting dictionaries. Learning to Answer Ambiguous Questions with Knowledge Graph. Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks. RinQ Fingerprinting: Recurrence-informed …

Paper Group ANR 175

January 31, 2020

GANkyoku: a Generative Adversarial Network for Shakuhachi Music. Multi-level Gated Recurrent Neural Network for Dialog Act Classification. Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks. TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation. Context-aware Neural-based Dialog Act Classification on …

Paper Group ANR 18

January 31, 2020

Extracting Factual Min/Max Age Information from Clinical Trial Studies. Approximation of the objective insensitivity regions using Hierarchic Memetic Strategy coupled with Covariance Matrix Adaptation Evolutionary Strategy. Optimizing Speech Recognition For The Edge. Offline Writer Identification based on the Path Signature Feature. Bayesian Optimi …

Paper Group ANR 191

January 31, 2020

Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion. Preference-based Multiobjective Virtual Machine Placement: A Ceteris Paribus Approach. Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization. Named Entity Recognition for Electronic Health Records: A Comparison of Rule-base …

Paper Group ANR 192

January 31, 2020

Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. Quantifying Exposure Bias for Neural Language Generation. An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models. Exploiting semi-supervised training through a dropout regularization in end-to-end speech recogn …

Paper Group ANR 196

January 31, 2020

An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. Instance-wise Depth and Motion Learning from Monocular Videos. Database Meets Deep Learning: Challenges and Opportunities. Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. Gated Linear Networks. To …

Paper Group ANR 198

January 31, 2020

Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling. k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training. A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition. End-to-End Moti …