Memory

Provable Reinforcement Learning with a Short-Term Memory ICML 2022 Remember Intentions: Retrospective-Memory-Based Trajectory Prediction CVPR 2022 Short-Term Plasticity Neurons Learning to Learn and Forget ICML 2022 StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022 Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement EMNLP 2022 Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors NeurIPS 2022 Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models ICML 2022 Amodal Segmentation Based on Visible Region Segmentation and Shape Prior AAAI 2021 BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief EMNLP 2021 Biological learning in key-value memory networks NeurIPS 2021 Bridging Perception, Memory, and Inference through Semantic Relations EMNLP 2021 Cross-modal Memory Networks for Radiology Report Generation ACL 2021 Emergent Symbols through Binding in External Memory ICLR 2021 End-to-End Egospheric Spatial Memory ICLR 2021 Latent Matters: Learning Deep State-Space Models NeurIPS 2021 Memory-Gated Recurrent Networks AAAI 2021 Multi-Scale Progressive Attention Network for Video Question Answering ACL 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 On the Memory Mechanism of Tensor-Power Recurrent Models AISTATS 2021 Parallelizing Legendre Memory Unit Training ICML 2021 Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units AAAI 2021 Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene Interspeech 2021 Sketch based Memory for Neural Networks AISTATS 2021 SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain NAACL 2021 Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks NAACL 2021