Sequence Modeling

PFGNet: A Fully Convolutional Frequency-Guided Peripheral Gating Network for Efficient Spatiotemporal Predictive Learning CVPR 2026 PIX-TAB: Efficient PIXel-Precise TABle Structure Recognition Approach with Speculative Decoding and Region-Based Image Segmentation CVPR 2026 RS-SSM: Refining Forgotten Specifics in State Space Model for Video Semantic Segmentation CVPR 2026 Self-Paced and Self-Corrective Masked Prediction for Movie Trailer Generation CVPR 2026 Spectral Scalpel: Amplifying Adjacent Action Discrepancy via Frequency-Selective Filtering for Skeleton-Based Action Segmentation CVPR 2026 STARFlow-V: End-to-End Video Generative Modeling with Autoregressive Normalizing Flows CVPR 2026 Tracking through Severe Occlusion via Event-Derived Transient Cues CVPR 2026 Translating Signals to Languages for sEMG-Based Activity Recognition CVPR 2026 Ultra-Fast Neural Video Compression CVPR 2026 UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction MIDL 2026 Application of Structured State Space Models to High energy physics with locality sensitive hashing AISTATS 2025 ARiSE: Auto-Regressive Multi-Channel Speech Enhancement Interspeech 2025 Assessing the Performance and Efficiency of Mamba ASR in Low-Resource Scenarios Interspeech 2025 Attention-Free Dual-Mode ASR with Latency-Controlled Selective State Spaces Interspeech 2025 A Two-Stage Hierarchical Deep Filtering Framework for Real-Time Speech Enhancement Interspeech 2025 Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation Interspeech 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 DYNAC: Dynamic Vocabulary-based Non-Autoregressive Contextualization for Speech Recognition Interspeech 2025 Emergence of the Primacy Effect in Structured State-Space Models ACML 2025 Enhancing Serialized Output Training for Multi-Talker ASR with Soft Monotonic Alignment and Utterance-level Timestamp Interspeech 2025 Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR Interspeech 2025 Fully End-to-end Streaming Open-vocabulary Keyword Spotting with W-CTC Forced Alignment Interspeech 2025 Gated Recurrent Neural Networks with Weighted Time-Delay Feedback AISTATS 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 Kairos: Redefining Event and Time Prediction with Language Modeling ACML 2025