Large Vocabulary Continuous Speech Recognition

Paper Group AWR 52

October 21, 2019

Design Challenges and Misconceptions in Neural Sequence Labeling. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. SlowFast Networks for Video Recognition. Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. Learning to Separate Object Sounds by Watching Unlabeled Video. LaneNet …

Paper Group AWR 90

October 21, 2019

Unsupervised Statistical Machine Translation. Towards Deep Conversational Recommendations. Real-time Automatic Word Segmentation for User-generated Text. Sentences with Gapping: Parsing and Reconstructing Elided Predicates. Understanding Measures of Uncertainty for Adversarial Example Detection. Neural Machine Translation for Query Construction and …

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 325

October 20, 2019

Reverse Attention for Salient Object Detection. Predicting Twitter User Socioeconomic Attributes with Network and Language Information. DeepIM: Deep Iterative Matching for 6D Pose Estimation. Debugging Neural Machine Translations. CapsuleGAN: Generative Adversarial Capsule Network. PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation. A Survey …

Paper Group AWR 352

October 20, 2019

Low-Precision Random Fourier Features for Memory-Constrained Kernel Approximation. HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments. Computational Optimal Transport. Learning to See in the Dark. On Adversarial Examples for Character-Level Neural Machine Translation. A Simple Baseline Algorithm for Graph Classification. Audio-Visual Scene Ana …

Paper Group ANR 238

October 19, 2019

Learning to Estimate 3D Human Pose and Shape from a Single Color Image. Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising. NICE: Noise Injection and Clamping Estimation for Neural Network Quantization. Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains. A Comparison …

Paper Group ANR 265

October 19, 2019

Combined convolutional and recurrent neural networks for hierarchical classification of images. Glottal Closure Instants Detection From Pathological Acoustic Speech Signal Using Deep Learning. Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch. Learning automata based SVM for intrusion detection. Multi-Agent …

Paper Group ANR 318

October 19, 2019

Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. Foresee: Attentive Future Projections of Chaotic Road Environments with Online Training. Connections between physics, mathematics and deep learning. Transfer Learning Using Classification Layer Features of CNN. AUNet: Attention-guided dense-up …

Paper Group ANR 337

October 19, 2019

Ramp-based Twin Support Vector Clustering. Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches. Why every GBDT speed benchmark is wrong. Implicit Policy for Reinforcement Learning. An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities. A Characterwise Windowed Approach to Hebrew M …

Paper Group ANR 691

October 17, 2019

Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference. Camera-based vehicle velocity estimation from monocular video. Positive and Unlabeled Learning through Negative Selection and Imbalance-aware Classification. Deep Convolutional Neural Network Applied to Quality Assessment for Video Tracking. Deep Discrimin …

Paper Group ANR 876

October 17, 2019

Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation. A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval. DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems. Micro- …

Paper Group ANR 877

October 17, 2019

An Ensemble Model for Sentiment Analysis of Hindi-English Code-Mixed Data. The Deconfounded Recommender: A Causal Inference Approach to Recommendation. Motion Invariance in Visual Environments. Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs. Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility. A new system …

Paper Group ANR 1001

October 16, 2019

Smart energy management as a means towards improved energy efficiency. Bounded Rational Decision-Making with Adaptive Neural Network Priors. Deep Neural Network Based Subspace Learning of Robotic Manipulator Workspace Mapping. Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search. Molecula …

Paper Group ANR 1113

October 16, 2019

Make $\ell_1$ Regularization Effective in Training Sparse CNN. Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning. Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture. Learning from Informants: Relations between Learning Success Criteria. Estimating Total Search Space Size for Specific Piece Sets in Che …

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

Paper Group NAWR 29

October 16, 2019

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation. Contour Knowledge Transfer for Salient Object Detection. Inexact trust-region algorithms on Riemannian manifolds. Fixing Translation Divergences in Parallel Corpora for Neural MT. Encoding Crowd Interaction With Deep Neural Network for Pedestr …

Paper Group NANR 213

October 15, 2019

CUNI System for the WMT18 Multimodal Translation Task. Findings of the WMT 2018 Shared Task on Quality Estimation. Modifying memories in a Recurrent Neural Network Unit. Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus. Unbiased Objective Estimation in Predictive Optimization. Learning Parsimonious Deep Feed-forward …

Paper Group NANR 240

October 15, 2019

A High-Quality Gold Standard for Citation-based Tasks. A Challenge Set and Methods for Noun-Verb Ambiguity. SParse: Ko\cc University Graph-Based Parsing System for the CoNLL 2018 Shared Task. Complex Word Identification Based on Frequency in a Learner Corpus. Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-b …