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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

Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Let the Beat Follow You - Creating Interactive Drum Sounds From Body Rhythm WACV 2024
Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NIPS 2024
Gated Inference Network: Inference and Learning State-Space Models NIPS 2024
Exploring Scientific Hypothesis Generation with Mamba EMNLP 2024
ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models NIPS 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NIPS 2024
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations NIPS 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NIPS 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024
Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024
MICap: A Unified Model for Identity-Aware Movie Descriptions CVPR 2024
Non-Autoregressive Machine Translation as Constrained HMM ACL 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NIPS 2024
ARIES: A General Benchmark for Argument Relation Identification ACL 2024
Imitating Language via Scalable Inverse Reinforcement Learning NIPS 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024
A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023
Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023
Morphological Inflection with Phonological Features ACL 2023
CADParser: A Learning Approach of Sequence Modeling for B-Rep CAD IJCAI 2023
Recasting Self-Attention with Holographic Reduced Representations ICML 2023