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sequence modeling

287 papers

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Co-occurring keywords

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

lrnnx: A library for Linear RNNs EACL 2026
Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction AAAI 2026
CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis AAAI 2026
Trajectory Tactics: When Transformers Learn Exploration to Generate Online Signature WACV 2026
TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026
Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning AAAI 2026
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting AAAI 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
Decision SpikeFormer: Spike-Driven Transformer for Decision Making CVPR 2025
ReMamba: Equip Mamba with Effective Long-Sequence Modeling EMNLP 2025
Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025
How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities COLING 2025
MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment ICCV 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025
Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025
RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals EMNLP 2025
Differential Mamba AACL 2025