Speaker Recognition

Paper Group AWR 115

October 21, 2019

The division of labor in communication: Speakers help listeners account for asymmetries in visual perspective. Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods. VoxCeleb2: Deep Speaker Recognition. MINE: Mutual Information Neural Estimation. Clustering-Oriented Representation Learning with Attractive-Repulsive Loss. Tree Spec …

Paper Group AWR 5

October 21, 2019

Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video. Detecting Visual Relationships Using Box Attention. Copula Variational Bayes inference via information geometry. Network Traffic Anomaly Detection Using Recurrent Neural Networks. Learning Discriminative 3D Shape Representations by View Discerning Networks. Cont …

Paper Group AWR 70

October 21, 2019

Unbiased deep solvers for parametric PDEs. StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning. SupportNet: solving catastrophic forgetting in class incremental learning with support data. Multi-Pointer Co-Attention Networks for Recommendation. Context-Aware Visual Policy Network for Sequence-Level Image Captionin …

Paper Group AWR 76

October 21, 2019

Deep Quality-Value (DQV) Learning. AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy. Regularized Wasserstein Means for Aligning Distributional Data. Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators. Recurrent Neural Networks for Fuzz Testing Web Browsers. Parsimonious Bay …

Paper Group ANR 106

October 19, 2019

DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score. Compositional Stochastic Average Gradient for Machine Learning and Related Applications. Towards a Semantic Perceptual Image Metric. SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation. Feasibility of Colon …

Paper Group ANR 181

October 19, 2019

Eliciting Worker Preference for Task Completion. Continuously Constructive Deep Neural Networks. Seed-Point Based Geometric Partitioning of Nuclei Clumps. The Sparse Manifold Transform. On Polynomial time Constructions of Minimum Height Decision Tree. Knowledge-driven generative subspaces for modeling multi-view dependencies in medical data. Self-S …

Paper Group ANR 328

October 19, 2019

Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection. Digital Watermarking for Deep Neural Networks. An investigation of a deep learning based malware detection system. Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Successive Strongly Monotone Variational Inequalities. Static Malware Det …

Paper Group ANR 403

October 19, 2019

Solving Tree Problems with Category Theory. Expectation Propagation for Approximate Inference: Free Probability Framework. Effective Parallelisation for Machine Learning. A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. Multimodal Deep Domain Adaptation. On an Imm …

Paper Group ANR 405

October 19, 2019

Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts. Adversarial Training for Probabilistic Spiking Neural Networks. DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning. Speaker-independent raw waveform model for glottal excitat …

Paper Group ANR 508

October 18, 2019

On the Complexity and Typology of Inflectional Morphological Systems. Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation. Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing. Monte Carlo Information Geometry: The dually flat case. Precision Highway for Ultra Low-Precision Quantization. Alt …

Paper Group ANR 644

October 18, 2019

Drive Video Analysis for the Detection of Traffic Near-Miss Incidents. Analyzing Self-Driving Cars on Twitter. Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarm Using Embodied Evolution. Attacking Speaker Recognition With Deep Generative Models. VizWiz Grand Challenge: Answering Visual Questions from Blind People. Adapti …

Paper Group ANR 645

October 18, 2019

Speaking style adaptation in Text-To-Speech synthesis using Sequence-to-sequence models with attention. Image Restoration by Estimating Frequency Distribution of Local Patches. LIME: Live Intrinsic Material Estimation. Online Continuous Submodular Maximization. Reasoning about exceptions in ontologies: from the lexicographic closure to the skeptica …

Paper Group ANR 741

October 17, 2019

Two-level Attention with Two-stage Multi-task Learning for Facial Emotion Recognition. Non-Volume Preserving-based Feature Fusion Approach to Group-Level Expression Recognition on Crowd Videos. Towards a Continuous Knowledge Learning Engine for Chatbots. Natural Option Critic. Dynamics of Driver’s Gaze: Explorations in Behavior Modeling & Maneuver …

Paper Group ANR 742

October 17, 2019

Clustrophile 2: Guided Visual Clustering Analysis. How to Improve Your Speaker Embeddings Extractor in Generic Toolkits. Can machine learning identify interesting mathematics? An exploration using empirically observed laws. Actor and Action Video Segmentation from a Sentence. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of L …

Paper Group ANR 837

October 17, 2019

Bucket Renormalization for Approximate Inference. $\ell_0$-Motivated Low-Rank Sparse Subspace Clustering. CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences. Kernel Recursive ABC: Point Estimation with Intractable Likelihood. Supervised Fuzzy Partitioning. Deep Barcodes for Fast Retrieval of Histopathology Scans. …

Paper Group ANR 909

October 17, 2019

Siamese Generative Adversarial Privatizer for Biometric Data. A Deeper Look at Power Normalizations. Cell-aware Stacked LSTMs for Modeling Sentences. Deep CNN based feature extractor for text-prompted speaker recognition. Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. Contemplating Visual Emotions: Understanding and Overcomi …

Paper Group ANR 1004

October 16, 2019

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. Efficient Fastest-Path Computations in Road Maps. Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations. Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index …

Paper Group ANR 1017

October 16, 2019

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1073

October 16, 2019

Context Encoding Chest X-rays. An Inductive Formalization of Self Reproduction in Dynamical Hierarchies. A Kernel for Multi-Parameter Persistent Homology. SAFFRON: an adaptive algorithm for online control of the false discovery rate. Learning Localized Spatio-Temporal Models From Streaming Data. Temporal Action Detection by Joint Identification-Ver …

Paper Group ANR 1153

October 16, 2019

Using machine learning to create high-efficiency freeform illumination design tools. Compression of phase-only holograms with JPEG standard and deep learning. Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management. Machine Learning of Space-Fractional Differential Equations. Deep Generative Modelin …

Paper Group NANR 31

October 16, 2019

Praaline: An Open-Source System for Managing, Annotating, Visualising and Analysing Speech Corpora. Sampling Algebraic Varieties for Robust Camera Autocalibration. Chain of Reasoning for Visual Question Answering. Acoustic Word Disambiguation with Phonogical Features in Danish ASR. A Japanese Corpus for Analyzing Customer Loyalty Information. On th …

Paper Group NANR 180

October 15, 2019

Structured Siamese Network for Real-Time Visual Tracking. Ontology-Based Retrieval & Neural Approaches for BioASQ Ideal Answer Generation. Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings. The Lingering of Gradients: How to Reuse Gradients Over Time. A Computational Architecture for the Morphology of Upper Tanana …

Paper Group NANR 183

October 15, 2019

Optimal Subsampling with Influence Functions. An Analysis of Scale Invariance in Object Detection Â SNIP. Effective Crowdsourcing for a New Type of Summarization Task. When data permutations are pathological: the case of neural natural language inference. Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Tr …

Paper Group NANR 50

October 15, 2019

A Bayesian Nonparametric View on Count-Min Sketch. Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search. 300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes. Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags. …