conftrace_

associative memory

41 papers

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AM

Co-occurring keywords

hopfield network (31) neural network (6616) pattern storage (5) attention mechanism (4001) energy function (39) energy-based model (251) large language model (13587) pattern retrieval (7) predictive coding (49) episodic memory (86)

Papers

HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026
Associative Transformer CVPR 2025
Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025
Improve Language Model and Brain Alignment via Associative Memory ACL 2025
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers NIPS 2024
Dense Associative Memory Through the Lens of Random Features NIPS 2024
Relating Hopfield Networks to Episodic Control NIPS 2024
Learning with Partial Forgetting in Modern Hopfield Networks AISTATS 2023
End-to-end Differentiable Clustering with Associative Memories ICML 2023
Energy Transformer NIPS 2023
Long Sequence Hopfield Memory NIPS 2023
General Sequential Episodic Memory Model ICML 2023
Incremental Image De-raining via Associative Memory AAAI 2023
Birth of a Transformer: A Memory Viewpoint NIPS 2023
Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory CVPR 2022
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? IJCAI 2022
BayesPCN: A Continually Learnable Predictive Coding Associative Memory NIPS 2022
Kernel Memory Networks: A Unifying Framework for Memory Modeling NIPS 2022
Abstraction for Deep Reinforcement Learning IJCAI 2022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models ICML 2022
Associative Memories via Predictive Coding NIPS 2021
Attention Approximates Sparse Distributed Memory NIPS 2021