recurrent neural network

On the Relationship Between RNN Hidden-State Vectors and Semantic Structures ACL 2024 On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning ACL 2024 Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos NeurIPS 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs AAAI 2024 PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models ICML 2024 Parallelizing non-linear sequential models over the sequence length ICLR 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024 PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NeurIPS 2024 PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors CVPR 2024 Predict but Also Integrate: an Analysis of Sentence Processing Models for English and Hindi ACL 2024 Quantum Recurrent Architectures for Text Classification EMNLP 2024 Random Oscillators Network for Time Series Processing AISTATS 2024 Real-time MR-based 3D motion monitoring using raw k-space data MIDL 2024 Real-Time Recurrent Learning using Trace Units in Reinforcement Learning NeurIPS 2024 Recurrent neural network dynamical systems for biological vision NeurIPS 2024 Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations EMNLP 2024 Recurrent neural networks: vanishing and exploding gradients are not the end of the story NeurIPS 2024 Recurrent Partial Kernel Network for Efficient Optical Flow Estimation AAAI 2024 Recurrent Reinforcement Learning with Memoroids NeurIPS 2024 Robot Fleet Learning via Policy Merging ICLR 2024 RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation ICLR 2024 RTify: Aligning Deep Neural Networks with Human Behavioral Decisions NeurIPS 2024 RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024 Second-order forward-mode optimization of recurrent neural networks for neuroscience NeurIPS 2024 Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching CVPR 2024