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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection EMNLP 2018
Learning representations for sentiment classification using Multi-task framework EMNLP 2018
DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS 2018
Learning and Inference in Hilbert Space with Quantum Graphical Models NIPS 2018
Recurrently Controlled Recurrent Networks NIPS 2018
Attention in Convolutional LSTM for Gesture Recognition NIPS 2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NIPS 2018
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NIPS 2018
Task-Driven Convolutional Recurrent Models of the Visual System NIPS 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NIPS 2018
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NIPS 2018
HitNet: Hybrid Ternary Recurrent Neural Network NIPS 2018
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition NIPS 2018
Learning to Reason with Third Order Tensor Products NIPS 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NIPS 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS 2018
Sequential Context Encoding for Duplicate Removal NIPS 2018
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors NIPS 2018
Learning long-range spatial dependencies with horizontal gated recurrent units NIPS 2018
Non-Local Recurrent Network for Image Restoration NIPS 2018
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation ACL 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018