sequence model

Constrained Sequential Inference in Machine Learning Using Constraint Programming IJCAI 2025 Differential Mamba IJCNLP 2025 Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient ICLR 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025 Learning Long Range Dependencies on Graphs via Random Walks ICLR 2025 Reinforced In-Context Black-Box Optimization IJCAI 2025 RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025 Sable: a Performant, Efficient and Scalable Sequence Model for MARL ICML 2025 Sequence models for continuous cell cycle stage prediction from brightfield images MIDL 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 Towards Learning High-Precision Least Squares Algorithms with Sequence Models ICLR 2025 Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Tractable Inference Perspective of Offline RL NeurIPS 2024 Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024 Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers NeurIPS 2024 Improving Adaptivity via Over-Parameterization in Sequence Models NeurIPS 2024 Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting NeurIPS 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence JMLR 2024 Accelerating Toeplitz Neural Network with Constant-time Inference Complexity EMNLP 2023 Efficient Classification of Long Documents via State-Space Models EMNLP 2023 Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task ICLR 2023 How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech ACL 2023