Text Categorization

Paper Group AWR 51

February 2, 2020

Bayesian estimation of the latent dimension and communities in stochastic blockmodels. Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations. Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach. RRPN: Radar Regi …

Paper Group AWR 148

February 1, 2020

Look Who’s Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. Continual and Multi-Task Architecture Search. Regularization Matters in Policy Optimization. PAWS: Paraphrase Adversaries from Word Scrambling. Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild. Learning Reward Functions by Integrating Human Demonst …

Paper Group AWR 175

February 1, 2020

Improving Document Classification with Multi-Sense Embeddings. Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data. Retinal Vessel Segmentation based on Fully Convolutional Networks. Quantization-Based Regularization for Autoencoders. Feature Selective Anchor-Free Module for Single-Shot Object Detection. Additive Noise Annealing and …

Paper Group AWR 290

February 1, 2020

Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems. PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI. Variational Pretraining for Semi-supervised Text Classification. Towards Verified Stochastic Variational Inference for Probabilistic Programs. Po …

Paper Group ANR 56

January 31, 2020

Lessons from Contextual Bandit Learning in a Customer Support Bot. Hyperbolic Multiplex Network Embedding with Maps of Random Walk. Adversarial Learning with Margin-based Triplet Embedding Regularization. Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning. Priority to unemployed immigrants? A …

Paper Group ANR 88

January 31, 2020

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. Asymmetric Random Projections. Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors. Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat. Alleviation of Gradient Exploding in GANs: Fake Can Be Real. Non-Intrusi …

Paper Group ANR 98

January 31, 2020

Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. Deep Model Predictive Control with Online Learning for Complex Physical Systems. SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks. Asynchronous Online Federated Learning for Edge Devices. A Temporal Modul …

Paper Group AWR 413

January 31, 2020

Rep the Set: Neural Networks for Learning Set Representations. Efficient Learning on Point Clouds with Basis Point Sets. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. Model structures and fitting criteria for system identification with neural networks. DeepPruner: Learning Efficient Stereo Matching via Diffe …

Paper Group ANR 300

January 30, 2020

Partner Approximating Learners (PAL): Simulation-Accelerated Learning with Explicit Partner Modeling in Multi-Agent Domains. How a minimal learning agent can infer the existence of unobserved variables in a complex environment. Do Lateral Views Help Automated Chest X-ray Predictions?. Variable Population Memetic Search: A Case Study on the Critical …

Paper Group ANR 354

January 30, 2020

A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers. Improving Captioning for Low-Resource Languages by Cycle Consistency. Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents. A Novel method for IDC Prediction in Breast Cancer Histopathology images using Deep Residual Neural Networks. Inf …

Paper Group ANR 483

January 29, 2020

Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier. Generalizing Fingerprint Spoof Detector: Learning a One-Class Classifier. Quality Measures for Speaker Verification with Short Utterances. A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free. Improving Feature Attribution …

Paper Group ANR 552

January 29, 2020

Finding Salient Context based on Semantic Matching for Relevance Ranking. FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine. Distinction Graphs and Graphtropy: A Formalized Phenomenological Layer Underlying Classical and Quantum Entropy, Observational Semantics and Cognitive Computation. Three Dimensional Route Planning for Multip …

Paper Group ANR 1115

January 27, 2020

Sequential Learning of Convolutional Features for Effective Text Classification. Local Distribution Obfuscation via Probability Coupling. Visual Backpropagation. Federated Learning for Coalition Operations. A Review of Visual Trackers and Analysis of its Application to Mobile Robot. Adaptive Variance for Changing Sparse-Reward Environments. Deep Re …

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …

Paper Group ANR 1475

January 26, 2020

Gait recognition via deep learning of the center-of-pressure trajectory. Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers. A Unified Deep Learning Approach for Prediction of Parkinson’s Disease. A sparse resultant based method for efficient minimal solvers. Deep Neural Network Fingerprinting by Conferrable Adversarial Exam …

Paper Group ANR 1643

January 25, 2020

Implicit Priors for Knowledge Sharing in Bayesian Neural Networks. Spatial Analysis Made Easy with Linear Regression and Kernels. Gauge Equivariant Convolutional Networks and the Icosahedral CNN. Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-level Embedding Features. Scalable Facial Image Compression with …

Paper Group ANR 1747

January 25, 2020

Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning. Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity. Learning Priors for Adversarial Autoencoders. Mixed pooling of seasonality in time series pallet forecasting. A Survey on GANs for Anomaly Detection. Ensemble Quantile Classifier. …

Paper Group NANR 78

January 25, 2020

AGRR 2019: Corpus for Gapping Resolution in Russian. Segmentation for Domain Adaptation in Arabic. Distinguishability of Adversarial Examples. Studying Summarization Evaluation Metrics in the Appropriate Scoring Range. Dataset Mention Extraction and Classification. Translating Between Morphologically Rich Languages: An Arabic-to-Turkish Machine Tra …

Paper Group NAWR 11

January 25, 2020

k-Means Clustering of Lines for Big Data. Revisiting NMT for Normalization of Early English Letters. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration. MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation. Frame-Consistent Recurrent Video Deraining With Dual-Le …

Paper Group NANR 151

January 24, 2020

In Your Pace: Learning the Right Example at the Right Time. Twitter Bot Detection using Diversity Measures. Analysing Representations of Memory Impairment in a Clinical Notes Classification Model. Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning. Occlusion-Aware Networks for 3D Human Pose Estimation in V …