recurrent neural network

Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets ICLR 2023 Low Tensor Rank Learning of Neural Dynamics NeurIPS 2023 Metis: Understanding and Enhancing In-Network Regular Expressions NeurIPS 2023 Minimal Width for Universal Property of Deep RNN JMLR 2023 MiniROAD: Minimal RNN Framework for Online Action Detection ICCV 2023 Mitigating Artifacts in Real-World Video Super-resolution Models AAAI 2023 Modality Mixer for Multi-Modal Action Recognition WACV 2023 MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels AAAI 2023 Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice NeurIPS 2023 Multimodal Locally Enhanced Transformer for Continuous Sign Language Recognition Interspeech 2023 Neural Networks and the Chomsky Hierarchy ICLR 2023 Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks ICML 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 Online learning of long-range dependencies NeurIPS 2023 On the Representational Capacity of Recurrent Neural Language Models EMNLP 2023 On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences NeurIPS 2023 OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning NeurIPS 2023 Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions EMNLP 2023 ProtoryNet - Interpretable Text Classification Via Prototype Trajectories JMLR 2023 PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism ACL 2023 Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition WACV 2023 Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer CVPR 2023 Recurrent Neural Language Models as Probabilistic Finite-state Automata EMNLP 2023 Recurrent Neural Networks and Universal Approximation of Bayesian Filters AISTATS 2023 Recurrent Temporal Revision Graph Networks NeurIPS 2023