Memory

BayesPCN: A Continually Learnable Predictive Coding Associative Memory NeurIPS 2022 Characterizing Verbatim Short-Term Memory in Neural Language Models CoNLL 2022 Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022 Episodic Memory Question Answering CVPR 2022 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 ∞-former: Infinite Memory Transformer ACL 2022 Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains NeurIPS 2022 Information-theoretic Online Memory Selection for Continual Learning ICLR 2022 Keep Me Updated! Memory Management in Long-term Conversations EMNLP 2022 Kernel Memory Networks: A Unifying Framework for Memory Modeling NeurIPS 2022 Learning Hierarchical Structures with Differentiable Nondeterministic Stacks ICLR 2022 Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion EMNLP 2022 Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting ICLR 2022 Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback NAACL 2022 Learning what to remember ALT 2022 Long Expressive Memory for Sequence Modeling ICLR 2022 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory ACL 2022 Memformer: A Memory-Augmented Transformer for Sequence Modeling AACL 2022 Memorizing Transformers ICLR 2022 Modeling Partially Observable Systems using Graph-Based Memory and Topological Priors L4DC 2022 Neurocoder: General-Purpose Computation Using Stored Neural Programs ICML 2022 On the difficulty of learning chaotic dynamics with RNNs NeurIPS 2022 On the relationship between variational inference and auto-associative memory NeurIPS 2022 Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NeurIPS 2022 PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022