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Deep Learning

1752 directly classified papers

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Papers

Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020
Predicting Propositional Satisfiability via End-to-End Learning AAAI 2020
Deep Learning—Powered Iterative Combinatorial Auctions AAAI 2020
Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020
Deep Learning-based Online Alternative Product Recommendations at Scale ACL 2020
Estimating the effect of COVID-19 on mental health: Linguistic indicators of depression during a global pandemic ACL 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020
Tagged Back-translation Revisited: Why Does It Really Work? ACL 2020
Improving Neural Machine Translation with Soft Template Prediction ACL 2020
Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns ACL 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence ACL 2020
Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020
New Efficient Multi-Spike Learning for Fast Processing and Robust Learning AAAI 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting AAAI 2020
A Character-Centric Neural Model for Automated Story Generation AAAI 2020
Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020
A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020
Region Focus Network for Joint Optic Disc and Cup Segmentation AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020
A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video AAAI 2020
Independent and Automatic Evaluation of Speaker-Independent Acoustic-to-Articulatory Reconstruction INTERSPEECH 2020
Dual Attention in Time and Frequency Domain for Voice Activity Detection INTERSPEECH 2020