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hopfield network

31 papers

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Also known as

HNS

Co-occurring keywords

associative memory (41) energy function (39) pattern storage (5) neural network (6616) predictive coding (49) attention mechanism (4001) recurrent neural network (1790) sparse attention (142) equilibrium propagation (8) memory capacity (11)

Papers

AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025
Associative Transformer CVPR 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts WACV 2025
Dense Associative Memory Through the Lens of Random Features NIPS 2024
Relating Hopfield Networks to Episodic Control NIPS 2024
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis ICML 2024
Long Sequence Hopfield Memory NIPS 2023
Learning with Partial Forgetting in Modern Hopfield Networks AISTATS 2023
General Sequential Episodic Memory Model ICML 2023
Sequence Learning Using Equilibrium Propagation IJCAI 2023
On Sparse Modern Hopfield Model NIPS 2023
Conformal Prediction for Time Series with Modern Hopfield Networks NIPS 2023
Sequential Memory with Temporal Predictive Coding NIPS 2023
Energy-based learning algorithms for analog computing: a comparative study NIPS 2023
History Compression via Language Models in Reinforcement Learning ICML 2022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models ICML 2022
Kernel Memory Networks: A Unifying Framework for Memory Modeling NIPS 2022
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
On the relationship between variational inference and auto-associative memory NIPS 2022
Associative Memories via Predictive Coding NIPS 2021
Voice Activity Detection with Teacher-Student Domain Emulation INTERSPEECH 2021
Biological learning in key-value memory networks NIPS 2021
Supermasks in Superposition NIPS 2020