Recurrent Neural Networks

The Surprising Computational Power of Nondeterministic Stack RNNs ICLR 2023 Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies NeurIPS 2023 A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection EMNLP 2022 AFRNN: Stable RNN with Top Down Feedback and Antisymmetry ACML 2022 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022 Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022 BasicVSR++: Improving Video Super-Resolution With Enhanced Propagation and Alignment CVPR 2022 Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification ACL 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling ICLR 2022 Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training AAAI 2022 Curriculum learning as a tool to uncover learning principles in the brain ICLR 2022 Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling ACL 2022 Distinguishing Learning Rules with Brain Machine Interfaces NeurIPS 2022 Egocentric Prediction of Action Target in 3D CVPR 2022 End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NeurIPS 2022 Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation CVPR 2022 Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 H4D: Human 4D Modeling by Learning Neural Compositional Representation CVPR 2022 Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations AAAI 2022 Learning When to Translate for Streaming Speech ACL 2022 MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM ACL 2022 Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion ACL 2022