Dialogue Management

Paper Group AWR 165

February 1, 2020

Deep Reinforcement Learning with Feedback-based Exploration. iCassava 2019 Fine-Grained Visual Categorization Challenge. CANet: An Unsupervised Intrusion Detection System for High Dimensional CAN Bus Data. Topic Modeling via Full Dependence Mixtures. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variabl …

Paper Group AWR 396

January 31, 2020

Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering. Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization. The State of Knowledge Distillation for Classification. Learning an Urban Air Mobility Encounter Model from Expert Preferences. A Similarity Measure for Mate …

Paper Group AWR 436

January 31, 2020

TransNet: A deep network for fast detection of common shot transitions. Representation Learning-Assisted Click-Through Rate Prediction. Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample. Theory of the Frequency Principle for General Deep Neural Networks. Persistency of Excitation for Robustness of Neural Networks. Cascaded LSTMs …

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …

Paper Group ANR 268

January 30, 2020

Learning to Discover Novel Visual Categories via Deep Transfer Clustering. Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. Can You Trust This Prediction? Auditing Pointwise Reliability After Learning. On guiding video object segmentation. Learning based Methods for Code Runtime Complexity P …

Paper Group ANR 290

January 30, 2020

Incremental Online Spoken Language Understanding. Iterative Delexicalization for Improved Spoken Language Understanding. A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification. A Taxonomy of Channel Pruning Signals in CNNs. Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. LivDet in Action - Fi …

Paper Group ANR 334

January 30, 2020

Estimating the Algorithmic Variance of Randomized Ensembles via the Bootstrap. KRM-based Dialogue Management. One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. Automatic Routing of Goldstone Diagrams using Genetic Algorithms. Examining the Presence of Gender Bias in Customer Reviews Using Word Embedding. Towards Ethical Machin …

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …

Paper Group ANR 691

January 29, 2020

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems. Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making. Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances. Deep-learning PDEs with unlabe …

Paper Group ANR 817

January 28, 2020

3D Dense Face Alignment via Graph Convolution Networks. Schema Matching using Machine Learning. Analyzing the Interpretability Robustness of Self-Explaining Models. Synaptic Delays for Temporal Feature Detection in Dynamic Neuromorphic Processors. Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees. ba …

Paper Group ANR 842

January 28, 2020

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. When is a Prediction Knowledge?. Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. Dissecting Non-Vacuous Gene …

Paper Group ANR 1092

January 27, 2020

Brain Network Construction and Classification Toolbox (BrainNetClass). Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale. Revealing posturographic features associated with the risk of falling in patients with Parkinsonian syndromes via machine learning. Learning High-fidelity Light Field Images From Hybrid Inputs. ArduC …

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …

Paper Group ANR 1412

January 26, 2020

A Research Platform for Multi-Robot Dialogue with Humans. Cognitive and motor compliance in intentional human-robot interaction. Hypothesis-based Belief Planning for Dexterous Grasping. Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management. Dual Heuristic Dynamic Programing Control of Grid-Connected Sy …

Paper Group ANR 1435

January 26, 2020

Fixed-Confidence Guarantees for Bayesian Best-Arm Identification. Revealing Scenes by Inverting Structure from Motion Reconstructions. ClsGAN: Selective Attribute Editing Based On Classification Adversarial Network. Multiobjective Coverage Path Planning: Enabling Automated Inspection of Complex, Real-World Structures. Learning with Partially Ordere …

Paper Group ANR 1625

January 25, 2020

Large scale representation learning from triplet comparisons. High Sensitivity Snapshot Spectrometer Based on Deep Network Unmixing. Trading via Image Classification. Clone Swarms: Learning to Predict and Control Multi-Robot Systems by Imitation. Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. Mul …

Paper Group ANR 1687

January 25, 2020

A Framework for Building Closed-Domain Chat Dialogue Systems. A Bulirsch-Stoer algorithm using Gaussian processes. Object detection on aerial imagery using CenterNet. Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior. Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory. Interval t …

Paper Group NANR 20

January 25, 2020

PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules. Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker. SyntaxFest 2019 Invited talk - Dependency distance minimization: facts, theory and predictions. Capsule Network with Interactive Att …

Paper Group NANR 38

January 25, 2020

PCNN: Environment Adaptive Model Without Finetuning. A Single Attention-Based Combination of CNN and RNN for Relation Classification. Proceedings of the 3rd Workshop on Neural Generation and Translation. An adaptable task-oriented dialog system for stand-alone embedded devices. The Effectiveness of Pre-Trained Code Embeddings. M^3RL: Mind-aware Mul …

Paper Group NANR 51

January 25, 2020

Diverse Machine Translation with a Single Multinomial Latent Variable. FindHer: a Filter to Find Women Experts. Distillation-Based Training for Multi-Exit Architectures. Characterizing the Response Space of Questions: a Corpus Study for English and Polish. Elliptical Perturbations for Differential Privacy. A Platform Agnostic Dual-Strand Hate Speec …