sequence modeling

The Generalization Gap in Offline Reinforcement Learning ICLR 2024 Trajeglish: Traffic Modeling as Next-Token Prediction ICLR 2024 Transformers on Markov data: Constant depth suffices NeurIPS 2024 Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NeurIPS 2024 When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR 2024 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions ICCV 2023 A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning UAI 2023 Block-State Transformers NeurIPS 2023 BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking ACL 2023 CADParser: A Learning Approach of Sequence Modeling for B-Rep CAD IJCAI 2023 ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length ICLR 2023 Continuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins ICLR 2023 Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning AAAI 2023 Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer ICLR 2023 Effectively Modeling Time Series with Simple Discrete State Spaces ICLR 2023 Efficient Transformers with Dynamic Token Pooling ACL 2023 Elastic Decision Transformer NeurIPS 2023 Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023 Event-Location Tracking in Narratives: A Case Study on Holocaust Testimonies EMNLP 2023 Goal-Conditioned Predictive Coding for Offline Reinforcement Learning NeurIPS 2023 Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue EMNLP 2023 Hierarchical Contrastive Learning for Temporal Point Processes AAAI 2023 Hierarchically Gated Recurrent Neural Network for Sequence Modeling NeurIPS 2023 How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections ICLR 2023