Keyword Spotting

Paper Group AWR 122

October 21, 2019

Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware. Applying Deep Learning To Airbnb Search. Fine-grained Activity Recognition in Baseball Videos. Commonsense for Generative Multi-Hop Question Answering Tasks. Visual Reasoning by Progressive Module Networks. In …

Paper Group AWR 148

October 21, 2019

ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations. Perceptual Image Quality Assessment through Spectral Analysis of Error Representations. Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks. JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. Qua …

Paper Group AWR 18

October 21, 2019

Fast Dynamic Routing Based on Weighted Kernel Density Estimation. JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition. Bayesian Optimization with Expensive Integrands. Analyzing Neuroimaging Data Through Recurrent Deep Learning Models. Efficient Loss-Based Decoding on Graphs For Extreme Classification. …

Paper Group AWR 96

October 21, 2019

Self-supervised Knowledge Distillation Using Singular Value Decomposition. Human Motion Prediction via Spatio-Temporal Inpainting. Real-world Noisy Image Denoising: A New Benchmark. Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation. A Survey on Compiler Autotuning using Machine Learning. Stochastic Adaptive Neural Architect …

Paper Group ANR 100

October 20, 2019

Efficient Large-Scale Domain Classification with Personalized Attention. Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. Characterizing and Avoiding Negative Transfer. Analysis of Noisy Evolutionary Optimization When Sampling Fails. Right for the Right Reason: Training Agnostic Networks. As …

Paper Group ANR 101

October 20, 2019

DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem. Automatic Speech Recognition for Humanitarian Applications in Somali. Deep Neural Network Aided Scenario Identification in Wireless Multi-path Fading Channels. Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples. …

Paper Group ANR 9

October 20, 2019

Approximate Submodular Functions and Performance Guarantees. Unsupervised Open Relation Extraction. Semantic Segmentation for Urban Planning Maps based on U-Net. Deep Generative Video Compression. Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects. Review of Applications of Generalized …

Paper Group AWR 190

October 20, 2019

Adversarial Texts with Gradient Methods. GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition. Collective Matrix Completion. Indian Regional Movie Dataset for Recommender Systems. Unsupervised Single Image Dehazing Using Dark Channel Prior Loss. Incre …

Paper Group ANR 131

October 19, 2019

Kernel Distillation for Fast Gaussian Processes Prediction. Sparse Gaussian ICA. Comparison of Classification Algorithms Used Medical Documents Categorization. Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST. Deep Learning Angiography (DLA): Three-dimensional C-arm Cone Beam CT Angiography …

Paper Group ANR 138

October 19, 2019

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. Stable safe screening and structured dictionaries for faster L1 regularization. Modeling Attention Flow on Graphs. Gradient Descent for One-Hidden-Layer Neural Networks: Polynomial Convergence and SQ Lower Bounds. Order Effects for Queries in Intelligent Systems. Matrix Co-com …

Paper Group ANR 154

October 19, 2019

Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture. Learning and Inference on Generative Adversarial Quantum Circuits. SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems. Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data. Game Semantics and Linear …

Paper Group ANR 225

October 19, 2019

Fusion of Methods Based on Minutiae, Ridges and Pores for Robust Fingerprint Recognition. Supervised Convolutional Sparse Coding. Stochastic Activation Pruning for Robust Adversarial Defense. An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation. Adversarial Sparse-View CBCT Artifact Reduction. An …

Paper Group ANR 418

October 18, 2019

Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN. Machine Learning for Public Administration Research, with Application to Organizational Reputation. Subspace Embedding and Linear Regression with Orlicz Norm. SurReal: enhancing Surgical simulation Realism using style transfer. A punishment voting algorithm based on super …

Paper Group ANR 426

October 18, 2019

Deep Audio-Visual Speech Recognition. VoroTop: Voronoi Cell Topology Visualization and Analysis Toolkit. Evolving Chaos: Identifying New Attractors of the Generalised Lorenz Family. An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms. Cartesian Neural Network Constitutive Models for Data-driven Elasticity Imaging. Skilled Expe …

Paper Group ANR 427

October 18, 2019

Learning Abstract Options. Variational Inference for Data-Efficient Model Learning in POMDPs. Visual-Only Recognition of Normal, Whispered and Silent Speech. Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. Implicit Autoencoders. Fidelity-based Probabilistic Q-learning for Control of Quantum Syst …

Paper Group ANR 497

October 18, 2019

Fast View Synthesis with Deep Stereo Vision. ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography. Bayes-CPACE: PAC Optimal Exploration in Continuous Space Bayes-Adaptive Markov Decision Processes. Extractive Summarization of EHR Discharge Notes. Transforming Question Answering Datasets Into Natural Language …

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 762

October 17, 2019

Network Reconstruction and Controlling Based on Structural Regularity Analysis. On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition. Vortex Pooling: Improving Context Representation in Semantic Segmentation. Approximating the covariance ellipsoid. Can LSTM Learn to Capture Agreement? The Case of Basque. …

Paper Group ANR 844

October 17, 2019

DeepProteomics: Protein family classification using Shallow and Deep Networks. End-to-End Streaming Keyword Spotting. Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning. Color naming guided intrinsic image decomposition. Deep Appearance Models for Face Rendering. Class label autoencoder for zero-shot learning. Groundi …

Paper Group ANR 1061

October 16, 2019

Inspiration Learning through Preferences. Full explicit consistency constraints in uncalibrated multiple homography estimation. Insights into the robustness of control point configurations for homography and planar pose estimation. Privacy-Preserving Deep Learning via Weight Transmission. Classifying medical relations in clinical text via convoluti …

Paper Group ANR 1142

October 16, 2019

Measuring Conversational Productivity in Child Forensic Interviews. Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. A Fast, Compact, Accurate Model for Language Identification of Codemixed Text. Language Identification with Deep Bottleneck Features. Construction of Microdata from a Set of Differentially Priv …

Paper Group NANR 134

October 15, 2019

Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction. LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING. Collecting Code-Switched Data from Social Media. Modifying Non-Local Variations Across Multiple Views. Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Mul …

Paper Group NANR 181

October 15, 2019

Getting to ``Hearer-old’': Charting Referring Expressions Across Time. Modeling Personality Traits of Filipino Twitter Users. An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection. MIAPARLE: Online training for the discrimination of stress contrasts. Limbic: Author-Based Sentiment Aspect …