Time Series Forecasting

Paper Group AWR 41

October 21, 2019

SWRL2SPIN: A tool for transforming SWRL rule bases in OWL ontologies to object-oriented SPIN rules. Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. Graph Convolutional Networks for Text Classification. Efficient Neural Netw …

Paper Group AWR 267

October 20, 2019

GILBO: One Metric to Measure Them All. PDDLStream: Integrating Symbolic Planners and Blackbox Samplers via Optimistic Adaptive Planning. Learn To Pay Attention. Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems. Information-Directed Exploration for Deep Reinforcement Learning. Unsupervised Learning with …

Paper Group AWR 320

October 20, 2019

Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …

Paper Group AWR 324

October 20, 2019

A Note on the Inception Score. DeepInf: Social Influence Prediction with Deep Learning. MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. Learning Adversarially Fair and Transferable Representations. In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. Understanding Short-Horizon …

Paper Group AWR 342

October 20, 2019

Autoregressive Quantile Networks for Generative Modeling. Guiding Deep Learning System Testing using Surprise Adequacy. Deep Randomized Ensembles for Metric Learning. MEAL: Multi-Model Ensemble via Adversarial Learning. Temporal Pattern Attention for Multivariate Time Series Forecasting. The Global Anchor Method for Quantifying Linguistic Shifts an …

Paper Group ANR 345

October 19, 2019

An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images. Decoupled Learning for Factorial Marked Temporal Point Processes. Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models. Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode d …

Paper Group ANR 346

October 19, 2019

Totally Looks Like - How Humans Compare, Compared to Machines. Stein Variational Gradient Descent Without Gradient. On sampling from a log-concave density using kinetic Langevin diffusions. Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis. Text Classification using Capsules. Connecting …

Paper Group ANR 362

October 19, 2019

EasyConvPooling: Random Pooling with Easy Convolution for Accelerating Training and Testing. Conditions for Major Transitions in Biological and Cultural Evolution. Building a language evolution tree based on word vector combination model. A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks. An effici …

Paper Group ANR 466

October 18, 2019

Average Size of Implicational Bases. Generating Synthetic but Plausible Healthcare Record Datasets. ClickBAIT-v2: Training an Object Detector in Real-Time. Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. On Deep Neural Networks for Detecting Heart Disease. Brain-inspired photonic signal processor for periodic pattern generation …

Paper Group ANR 539

October 18, 2019

Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks. Distributed NLP. Private Text Classification. Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness. Open-endedness in AI systems, cellular evolution and intellectual discussions. A Face-to-Face Neural Conversation Model. Understanding an …

Paper Group ANR 540

October 18, 2019

Construction of neural networks for realization of localized deep learning. Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification. Weighted Global Normalization for Multiple Choice ReadingComprehension …

Paper Group ANR 619

October 18, 2019

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction. REGMAPR - Text Matching Made Easy. A Semantic Model for Historical Manuscripts. What might matter in autonomous cars adoption: first person versus third person scenarios. A …

Paper Group ANR 621

October 18, 2019

Fundamental limits of detection in the spiked Wigner model. Lip Reading Using Convolutional Auto Encoders as Feature Extractor. A Collaborative Approach to Angel and Venture Capital Investment Recommendations. Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models. Predictive Uncertainty Estimation via Pri …

Paper Group ANR 693

October 17, 2019

Modeling polypharmacy side effects with graph convolutional networks. Role of Awareness and Universal Context in a Spiking Conscious Neural Network (SCNN): A New Perspective and Future Directions. Automatic Catchphrase Extraction from Legal Case Documents via Scoring using Deep Neural Networks. Learning Common Representation from RGB and Depth Imag …

Paper Group ANR 784

October 17, 2019

Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation. Categorical Mixture Models on VGGNet activations. Multi-label Object Attribute Classification using a Convolutional Neural Network. Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images. Interactive Me …

Paper Group ANR 931

October 17, 2019

Day-ahead time series forecasting: application to capacity planning. C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs. Fast and Accurate Reconstruction of Compressed Color Light Field. Online Regularized Nonlinear Acceleration. MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI. …

Paper Group ANR 932

October 17, 2019

Left-Right Comparative Recurrent Model for Stereo Matching. Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction. Open Set Adversarial Examples. Cahn–Hilliard inpainting with the double obstacle potential. AUEB at BioASQ 6: Document and Snippet Retrieval. Attending Category Disentangled …

Paper Group ANR 951

October 17, 2019

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM. Understanding Deep Convolutional Networks through Gestalt Theory. Binary Image Features Proposed to Empower Computer Vision. Improving Classification Rate of Schizophreni …

Paper Group ANR 952

October 17, 2019

Ego-Downward and Ambient Video based Person Location Association. Cooking State Recognition from Images Using Inception Architecture. RUSSE’2018: A Shared Task on Word Sense Induction for the Russian Language. A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector mac …

Paper Group ANR 969

October 17, 2019

Probabilistic design of a molybdenum-base alloy using a neural network. Out-distribution training confers robustness to deep neural networks. Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. Temporal and volumetric denoising via quantile sparse image prior. Highly accurate model for prediction of lung nodule malignancy wit …

Paper Group ANR 1147

October 16, 2019

Marginal Replay vs Conditional Replay for Continual Learning. Deep Learning Based Gait Recognition Using Smartphones in the Wild. A Neural Network Framework for Fair Classifier. When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?. Extracting Lungs from CT Images using Fully Convolutional Networks. Eyeriss v2: A Flexible …

Paper Group ANR 1157

October 16, 2019

An Attempt towards Interpretable Audio-Visual Video Captioning. Geometric Image Synthesis. Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates. Entropy based Independent Learning in Anonymous Multi-Agent Settings. Learning to Play Pong using Policy Gradient Learning. The use of Virtual Realit …

Paper Group NAWR 16

October 16, 2019

Findings of the Third Shared Task on Multimodal Machine Translation. Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation. Legal Judgment Prediction via Topological Learning. Auto-Encoding Dictionary Definitions into Consistent Word Embeddings. SeriesNet:A Generative Time Series Forecasting Model. Using active learning to e …

Paper Group NAWR 2

October 16, 2019

Connectionist Temporal Classification with Maximum Entropy Regularization. UFSAC: Unification of Sense Annotated Corpora and Tools. Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting. Debiasing Evidence Approxi …

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 123

October 15, 2019

Uncertainty quantification using Bayesian neural networks in classification: Application to ischemic stroke lesion segmentation. Bayesian Time Series Forecasting with Change Point and Anomaly Detection. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings. Ant Colony System for Multi-Document Summarization. X2Face: A net …

Paper Group NANR 91

October 15, 2019

Towards an open-source universal-dependency treebank for Erzya. Open-Domain Event Detection using Distant Supervision. Polish Corpus of Annotated Descriptions of Images. Unsupervised Deep Structure Learning by Recursive Dependency Analysis. Building and Learning Structures in a Situated Blocks World Through Deep Language Understanding. “Seeing is B …