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The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models

#40 hkefka385 opened 4 years ago
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Knowledge Enhanced Neural Fashion Trend Forecasting

#39 hkefka385 opened 4 years ago
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Spatiotemporal Adaptive Neural Network for Long-term Forecasting of Financial Time Series

#38 hkefka385 opened 4 years ago
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G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes

#37 hkefka385 opened 4 years ago
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Multi-variate Probabilistic Time Series Forecasting via ConditionedNormalizing Flows

#36 hkefka385 opened 4 years ago
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Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks

#35 hkefka385 opened 4 years ago
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Relational State-Space Model for Stochastic Multi-Object Systems

#34 hkefka385 opened 4 years ago
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Evolutionary LSTM-FCN networks for pattern classification in industrial processes

#33 hkefka385 opened 4 years ago
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Learnings from Kaggle’s Forecasting Competitions

#32 hkefka385 opened 4 years ago
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DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting

#31 hkefka385 opened 4 years ago
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Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning

#30 hkefka385 opened 4 years ago
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Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

#29 hkefka385 opened 4 years ago
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XFake: Explainable Fake News Detector with Visualizations

#28 hkefka385 opened 4 years ago
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Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values

#27 hkefka385 opened 4 years ago
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Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series

#26 hkefka385 opened 4 years ago
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Attend and Diagnose: Clinical Time Series Analysis using Attention Models

#25 hkefka385 opened 4 years ago
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Enhancing the Locality and Breaking the MemoryBottleneck of Transformer on Time Series Forecasting

#24 hkefka385 opened 4 years ago
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Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

#23 hkefka385 opened 4 years ago
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Good News, Everyone! Context driven entity-aware captioning for news images

#22 hkefka385 opened 4 years ago
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Pay Less Attention with Lightweight and Dynamic Convolutions

#21 hkefka385 opened 4 years ago
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ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

#20 hkefka385 opened 4 years ago
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LXMERT: Learning Cross-Modality Encoder Representations from Transformers

#19 hkefka385 opened 4 years ago
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12-in-1: Multi-Task Vision and Language Representation Learning

#18 hkefka385 opened 4 years ago
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Computational Social Science and Sociology

#17 hkefka385 opened 4 years ago
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The Language of Legal and Illegal Activity on the Darknet

#16 hkefka385 opened 4 years ago
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Analyzing Political Parody in Social Media

#15 hkefka385 opened 4 years ago
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Estimating predictive uncertainty for rumour verification models

#14 hkefka385 opened 4 years ago
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Describing and Understanding Neighborhood Characteristics through Online Social Media

#13 hkefka385 opened 4 years ago
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Echo chambers and viral misinformation: Modeling fake news as complex contagion

#12 hkefka385 opened 4 years ago
2
Using Real-World Store Data for Foot Traffic Forecasting

#11 hkefka385 opened 4 years ago
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Time to Shop for Valentine’s Day: Shopping Occasions andSequential Recommendation in E-commerce

#10 hkefka385 opened 4 years ago
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What happened? The Spread of Fake News Publisher Content During the 2016 U.S. Presidential Election

#9 hkefka385 opened 4 years ago
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Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation

#8 hkefka385 opened 4 years ago
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COVID-19 datasets

#7 hkefka385 opened 4 years ago
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DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification

#6 hkefka385 opened 4 years ago
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GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media

#5 hkefka385 opened 4 years ago
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Detecting Fake News in Social Media: An Asia-Pacific Perspective

#4 hkefka385 opened 4 years ago
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Fake news propagates differently from real news even at early stages of spreading

#3 hkefka385 opened 4 years ago
1
Modeling Long- and Short-Term Temporal Patterns with DeepNeural Networks

#2 hkefka385 opened 4 years ago
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TiDeH: Time-Dependent Hawkes Process for Predicting Retweet Dynamics

#1 hkefka385 opened 4 years ago
0