Speech Synthesis

Paper Group AWR 17

February 2, 2020

Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group. CNN-generated images are surprisingly easy to spot… for now. A Graph Neural Network Approach for Scalable Wireless Power Control. Learning a Lattice Planner Control Set for Autonomous Vehicles. Celeb-DF: A Large-scale Challenging Dataset …

Paper Group AWR 52

February 2, 2020

Paper Group AWR 175

February 1, 2020

Improving Document Classification with Multi-Sense Embeddings. Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data. Retinal Vessel Segmentation based on Fully Convolutional Networks. Quantization-Based Regularization for Autoencoders. Feature Selective Anchor-Free Module for Single-Shot Object Detection. Additive Noise Annealing and …

Paper Group AWR 205

February 1, 2020

Tangent Images for Mitigating Spherical Distortion. A Simple Pooling-Based Design for Real-Time Salient Object Detection. Functorial Question Answering. Measuring Arithmetic Extrapolation Performance. Orometric Methods in Bounded Metric Data. Structured Graph Learning Via Laplacian Spectral Constraints. CamemBERT: a Tasty French Language Model. Lea …

Paper Group AWR 206

February 1, 2020

DurIAN: Duration Informed Attention Network For Multimodal Synthesis. fairseq: A Fast, Extensible Toolkit for Sequence Modeling. Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video. Visual Explanation for Deep Metric Learning. Visualizing How Embeddings Generalize. Unsupervised Discovery of Temporal Structure in Noisy Data with …

Paper Group AWR 270

February 1, 2020

Scaling Distributed Machine Learning with In-Network Aggregation. A Comprehensive Survey on Graph Neural Networks. Unsupervised Part-Based Disentangling of Object Shape and Appearance. Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck. Signet Ring Cell Detection With a Semi-supervised Learning Framework. Cyclical Annealing S …

Paper Group AWR 290

February 1, 2020

Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems. PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI. Variational Pretraining for Semi-supervised Text Classification. Towards Verified Stochastic Variational Inference for Probabilistic Programs. Po …

Paper Group AWR 331

February 1, 2020

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension. Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies. Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution s …

Paper Group AWR 336

February 1, 2020

Hamiltonian Neural Networks. Passage Re-ranking with BERT. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation. A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet. Planning with Goal-Conditioned Policies. Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool …

Paper Group AWR 81

February 1, 2020

Bridging Adversarial Robustness and Gradient Interpretability. Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection. MelNet: A Generative Model for Audio in the Frequency Domain. Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth Estimation. Fair Kernel Regre …

Paper Group ANR 144

January 31, 2020

GraphSAC: Detecting anomalies in large-scale graphs. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. Heuristic Black-box Adversarial Attacks on Video Recognition Models. Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. SMART: Skeletal Motion …

Paper Group ANR 63

January 31, 2020

NIESR: Nuisance Invariant End-to-end Speech Recognition. Accelerated CNN Training Through Gradient Approximation. SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters. End-to-End Speech Recognition with High-Frame-Rate Features Extraction. Improving Performance of End-to-End ASR on Numeric Sequences. Linearized two-lay …

Paper Group AWR 410

January 31, 2020

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation. Direct information transfer rate optimisation for SSVEP-based BCI. Consistency by Agreement in Zero-shot Neural Machine Translation. Accelerating Extreme Classification via Adaptive Feature Agglomeration. Efficient Algorithms for Set-Valued Prediction in Multi-Cla …

Paper Group ANR 260

January 30, 2020

SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding. TBQ($σ$): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning. 3D Dense Separated Convolution Module for Volumetric Image Analysis. CCMI : Classifier based Conditional Mutual Information Estimation. Towards a Quantum-Like Cognitive …

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 342

January 30, 2020

Aspect-Sentiment Embeddings for Company Profiling and Employee Opinion Mining. Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids. Categorizing Wireheading in Partially Embedded Agents. Accelerating Large-Kernel Convolution Using Summed-Area Tables. Learned Point Cloud Geometry Compression. Estimation of Muscle Fascicle Or …

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 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 586

January 29, 2020

Learning big Gaussian Bayesian networks: partition, estimation, and fusion. Adapting Convolutional Neural Networks for Geographical Domain Shift. Improving Model Training by Periodic Sampling over Weight Distributions. Convergence rates for ordinal embedding. Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation. Distribu …

Paper Group ANR 701

January 29, 2020

Learning Sparse Dynamical Systems from a Single Sample Trajectory. Properties of Laplacian Pyramids for Extension and Denoising. PIQA: Reasoning about Physical Commonsense in Natural Language. Generating Interactive Worlds with Text. Best Arm Identification in Generalized Linear Bandits. Can User-Centered Reinforcement Learning Allow a Robot to Att …

Paper Group ANR 1005

January 28, 2020

QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field. Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information. A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. Hiding Information in Big Data based on Deep Learning. Microsco …

Paper Group ANR 1010

January 28, 2020

Adapting Computer Vision Algorithms for Omnidirectional Video. Compositionality for Recursive Neural Networks. Accurate and Robust Eye Contact Detection During Everyday Mobile Device Interactions. Learning Spatial Awareness to Improve Crowd Counting. Boosting insights in insurance tariff plans with tree-based machine learning methods. Estimation an …

Paper Group ANR 1017

January 28, 2020

Closed-Form Full Map Posteriors for Robot Localization with Lidar Sensors. FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review. HDI-Forest: Highest Density Interval Regression Forest. Multimodal Representation Model based on Graph-Based Rank Fusion. SANet:Superpixel Attention Network for Skin Lesion Attribute …

Paper Group ANR 1018

January 28, 2020

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. HomebrewedDB: RGB-D Dataset for 6D Pose Estimation of 3D Objects. Automated Detecting and Placing Road Objects from Street-level Images. Towards Robust Neural Vocoding for Speech Generation: A Survey. Learning to Dress 3D People in Generative Clothing …

Paper Group ANR 1051

January 28, 2020

In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data. Harmonic Unpaired Image-to-image Translation. Optimal coding and the origins of Zipfian laws. Mango Tree Net – A fully convolutional network for semantic segmentation and individual crown detection of mango trees. Memory-Sample Tradeoffs for Linear …

Paper Group ANR 800

January 28, 2020

Noisy multi-label semi-supervised dimensionality reduction. a novel cross-lingual voice cloning approach with a few text-free samples. Spectral-GANs for High-Resolution 3D Point-cloud Generation. Boundary-Aware Salient Object Detection via Recurrent Two-Stream Guided Refinement Network. Transferring knowledge from monitored to unmonitored areas for …

Paper Group ANR 803

January 28, 2020

Confidence intervals for class prevalences under prior probability shift. A New Few-shot Segmentation Network Based on Class Representation. Deep Probabilistic Surrogate Networks for Universal Simulator Approximation. Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. Virtual Piano using Computer Vision. Strengthening t …

Paper Group ANR 804

January 28, 2020

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization. LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. WaveCycleGAN2: Time-domain Neural Post-filter for Speech Waveform Generation. Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovati …