sequence modeling

Stack Less, Repeat More: A Block Reusing Approach for Progressive Speech Enhancement Interspeech 2025 State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ACL 2025 State Space Models are Provably Comparable to Transformers in Dynamic Token Selection ICLR 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates AAAI 2025 Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling ICLR 2025 TF-Mamba: A Time-Frequency Network for Sound Source Localization Interspeech 2025 The Hidden Attention of Mamba Models ACL 2025 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues ICLR 2025 Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025 Unsupervised Meta-Learning via In-Context Learning ICLR 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025 xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement Interspeech 2025 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NeurIPS 2024 Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NeurIPS 2024 ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024 Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024 API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024 Approximation Rate of the Transformer Architecture for Sequence Modeling NeurIPS 2024 ARIES: A General Benchmark for Argument Relation Identification ACL 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NeurIPS 2024 Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NeurIPS 2024 Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NeurIPS 2024