Keyword Spotting

Paper Group AWR 124

February 1, 2020

Enhancing Cross-task Transferability of Adversarial Examples with Dispersion Reduction. On the “steerability” of generative adversarial networks. Learning to compute inner consensus: A novel approach to modeling agreement between Capsules. SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications. Simultaneous Object Detection and Sema …

Paper Group AWR 292

February 1, 2020

Equi-normalization of Neural Networks. Complementary-Similarity Learning using Quadruplet Network. Automated shapeshifting for function recovery in damaged robots. Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding. Patient Knowledge Distillation for BERT Model Compression. Detecting the Unexpect …

Paper Group ANR 157

January 31, 2020

Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications. Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. Model-Agnostic Linear Competitors – When Interpretable Models Compete and Collaborate with Black-Box Models. Data Context Adaptation for Accurate Recommendation with Additional Inf …

Paper Group ANR 182

January 31, 2020

Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. Question Answering for Privacy Policies: Combining Computational and Legal Perspectives. Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications. GreyReID: A Two-stream Deep Framework with RGB-grey Information f …

Paper Group AWR 373

January 31, 2020

Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. The Spectral Bias of the Deep Image Prior. Differentiable Physics-informed Graph Networks. ViP: Video Platform for PyTorch. Software architecture for YOLO, a creativi …

Paper Group ANR 526

January 29, 2020

MRI to CT Translation with GANs. Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation. Noisier2Noise: Learning to Denoise from Unpaired Noisy Data. VrR-VG: Refocusing Visually-Relevant Relationships. Accelerating Deconvolution on Unmodified CNN Accelerators for Generative Adversarial Networks – A Software Approach. Fully …

Paper Group ANR 527

January 29, 2020

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception. Towards Understanding the Importance of Shortcut Connections in Residual Networks. Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training. Facial Makeup Transfer Combining Illumination Transfe …

Paper Group ANR 751

January 29, 2020

Towards Verifying Robustness of Neural Networks Against Semantic Perturbations. Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space. Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. Query-by-example on-device keyword spotting. Reinforcement Learning in Heal …

Paper Group ANR 920

January 28, 2020

Combinatorial Bayesian Optimization using the Graph Cartesian Product. Deep Algorithm Unrolling for Blind Image Deblurring. Adversarial Robustness May Be at Odds With Simplicity. On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems. On the approximation of the solution of partial differential equations by …

Paper Group ANR 1124

January 27, 2020

Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled Data. A Human-in-the-loop Framework to Construct Context-dependent Mathematical Formulations of Fairness. Learning Probabilities: Towards a Logic of Statistical Learning. Adversarial Training Can Hurt Generalization. BenchCouncil’s View on Benchmarking AI and Other Eme …

Paper Group ANR 1125

January 27, 2020

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images. On the notion of number in humans and machines. STM: SpatioTemporal and Motion Encoding for Action Recognition. A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation. Keyword Spotting for Hearing Assistive Devices R …

Paper Group ANR 1132

January 27, 2020

Generating superpixels using deep image representations. On Quantified Modal Theorem Proving for Modeling Ethics. Testing Mixtures of Discrete Distributions. Efficient Algorithms for Smooth Minimax Optimization. Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees. Two Computational Mod …

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …

Paper Group ANR 1382

January 26, 2020

Depth-Preserving Real-Time Arbitrary Style Transfer. Low-rank Kernel Learning for Graph-based Clustering. Residual Objectness for Imbalance Reduction. TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. Meeting Transcription Using Virtual Microphone Arrays. Towards Precise Robotic Grasping by Probabilistic Post-grasp Displacement Estimation. …

Paper Group ANR 1774

January 25, 2020

Fair Predictors under Distribution Shift. End-to-end Hand Mesh Recovery from a Monocular RGB Image. A New Class of Time Dependent Latent Factor Models with Applications. Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. Albanian Language Identification in Text Documents. Light Field Synthesis by Training Deep Network in the R …

Paper Group NANR 155

January 24, 2020

The Strength of the Weakest Supervision: Topic Classification Using Class Labels. Detecting Clitics Related Orthographic Errors in Turkish. DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning. An Alternative Deep Feature Approach to Line Level Keyword Spotting. The TALP-UPC Machine Translation Systems for WMT …

Paper Group NANR 217

January 24, 2020

CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark. Read, Attend and Comment: A Deep Architecture for Automatic NewsComment Generation. An Encoder with non-Sequential Dependency for Neural Data-to-Text Generation. A Closer Look at Recent Results of Verb Selection for Data-to-Text NLG. Detecting Out-Of-Distribution Samples Using Lo …