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sequence modeling

287 papers

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recurrent neural network (1790) transformer architecture (1555) attention mechanism (3975) state space model (387) neural network (6616) long short-term memory (748) representation learning (6174) language modeling (655) offline reinforcement learning (492) neural machine translation (2310)

Papers

Decision SpikeFormer: Spike-Driven Transformer for Decision Making CVPR 2025
The Hidden Attention of Mamba Models ACL 2025
Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025
Differential Mamba AACL 2025
Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NIPS 2024
Post-Net: A linguistically inspired sequence-dependent transformed neural architecture for automatic syllable stress detection INTERSPEECH 2024
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NIPS 2024
Approximation Rate of the Transformer Architecture for Sequence Modeling NIPS 2024
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NIPS 2024
Non-Autoregressive Machine Translation as Constrained HMM ACL 2024
ARIES: A General Benchmark for Argument Relation Identification ACL 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NIPS 2024
Slot State Space Models NIPS 2024
Imitating Language via Scalable Inverse Reinforcement Learning NIPS 2024
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NIPS 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Exploring Transformer Extrapolation AAAI 2024
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024