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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing AAAI 2022
Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training AAAI 2022
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation AAAI 2022
Sequencer: Deep LSTM for Image Classification NIPS 2022
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NIPS 2022
On Scrambling Phenomena for Randomly Initialized Recurrent Networks NIPS 2022
Distinguishing Learning Rules with Brain Machine Interfaces NIPS 2022
On the difficulty of learning chaotic dynamics with RNNs NIPS 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NIPS 2022
projUNN: efficient method for training deep networks with unitary matrices NIPS 2022
Stable Long-Term Recurrent Video Super-Resolution CVPR 2022
Egocentric Prediction of Action Target in 3D CVPR 2022
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks NIPS 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022
Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022
MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM ACL 2022
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022
A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection EMNLP 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling ACL 2022
Using Neural Machine Translation Methods for Sign Language Translation ACL 2022
Learning When to Translate for Streaming Speech ACL 2022
Recurrent Memory Transformer NIPS 2022
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NIPS 2022