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Recurrent Neural Networks

593 papers

Papers per year

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Papers

Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NIPS 2021
Tracking Without Re-recognition in Humans and Machines NIPS 2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NIPS 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Charting and Navigating the Space of Solutions for Recurrent Neural Networks NIPS 2021
SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NIPS 2021
DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NIPS 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
Static-Dynamic Interaction Networks for Offline Signature Verification AAAI 2021
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units AAAI 2021
Liquid Time-constant Networks AAAI 2021
Learning Deep Generative Models for Queuing Systems AAAI 2021
Shuffling Recurrent Neural Networks AAAI 2021
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting AAAI 2021
Memory-Gated Recurrent Networks AAAI 2021
Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021
Copy That! Editing Sequences by Copying Spans AAAI 2021
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021