Recurrent Neural Networks

Active Perceptual Inference: A Corticothalamic-Inspired Dynamic Nested Recurrent Network for Multimodal Sentiment Analysis with Incomplete Data CVPR 2026 Coupling Liquid Time-Constant Encoders with Modern Hopfield Memory CVPR 2026 Dual-Granularity Memory for Efficient Video Generation CVPR 2026 iSplat: Iterative Learning for Fine-Grained Gaussian Splatting CVPR 2026 Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models ACL 2026 Momentum at SemEval-2026 Task 2: LongVA-RoBERTa, a transformer-Based Longitudinal Valence and Arousal Modeling SemEval 2026 OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement CVPR 2026 Pip-Stereo: Progressive Iterations Pruner for Iterative Optimization based Stereo Matching CVPR 2026 Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor CVPR 2026 Spk2VidNet: A Hierarchical Recurrent Architecture for High-Fidelity Video Reconstruction from Long Spike-Camera Streams CVPR 2026 UAlberta at SemEval-2026 Task 2: Temporal Fusion Models for Predicting Affect Over Time SemEval 2026 YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction SemEval 2026 A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control Interspeech 2025 A Siamese Network-Based Framework for Voice Mimicry Proficiency Assessment Using X-Vector Embeddings Interspeech 2025 AxLSTMs: learning self-supervised audio representations with xLSTMs Interspeech 2025 CAGCRN: Real-Time Speech Enhancement with a Lightweight Model for Joint Acoustic Echo Cancellation and Noise Suppression Interspeech 2025 Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination ACL 2025 Do Transformer Interpretability Methods Transfer to RNNs? AAAI 2025 Emergence of the Primacy Effect in Structured State-Space Models ACML 2025 Flexible VAD-PVAD Transition: A Detachable PVAD Module for Dynamic Encoder RNN VAD Interspeech 2025 Functional Connectivity and Hilbert-Based Features for Covert Speech EEG Variability Analysis and Classification Interspeech 2025 Gated Recurrent Neural Networks with Weighted Time-Delay Feedback AISTATS 2025 LSPnet: an ultra-low bitrate hybrid neural codec Interspeech 2025 Physics-Enforced Reservoir Computing for Forecasting Spatiotemporal Systems L4DC 2025 Real-Time Recurrent Reinforcement Learning AAAI 2025