sequence modeling

Learning the Physics of Particle Transport via Transformers AAAI 2022 Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling ACL 2022 Long Expressive Memory for Sequence Modeling ICLR 2022 M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation Interspeech 2022 Memformer: A Memory-Augmented Transformer for Sequence Modeling AACL 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Offline Multi-Agent Reinforcement Learning with Knowledge Distillation NeurIPS 2022 Online Decision Transformer ICML 2022 On the Parameterization and Initialization of Diagonal State Space Models NeurIPS 2022 Parallel Training of GRU Networks with a Multi-Grid Solver for Long Sequences ICLR 2022 Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022 Point2Seq: Detecting 3D Objects As Sequences CVPR 2022 Predicting RNA Mutation Effects through Machine Learning of High-Throughput Ribozyme Experiments (Student Abstract) AAAI 2022 RvS: What is Essential for Offline RL via Supervised Learning? ICLR 2022 Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022 SimVP: Simpler Yet Better Video Prediction CVPR 2022 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022 Staircase Attention for Recurrent Processing of Sequences NeurIPS 2022 Star Temporal Classification: Sequence Modeling with Partially Labeled Data NeurIPS 2022 Summary Markov Models for Event Sequences IJCAI 2022 The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022 Tradformer: A Transformer Model of Traditional Music Transcriptions IJCAI 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022 TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022 Weakly-Supervised Action Transition Learning for Stochastic Human Motion Prediction CVPR 2022