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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution AAAI 2023
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023
Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies NIPS 2023
A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023
RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NIPS 2023
PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones NIPS 2023
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation NIPS 2023
Hierarchically Gated Recurrent Neural Network for Sequence Modeling NIPS 2023
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NIPS 2023
Deep Equilibrium Models for Snapshot Compressive Imaging AAAI 2023
Simulating Network Paths with Recurrent Buffering Units AAAI 2023
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks AAAI 2023
Expressive probabilistic sampling in recurrent neural networks NIPS 2023
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation AAAI 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022
A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection EMNLP 2022
Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement With Robust Correspondence Field Estimation and Pose Optimization CVPR 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling ACL 2022
Learning When to Translate for Streaming Speech ACL 2022
Using Neural Machine Translation Methods for Sign Language Translation ACL 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022