Imagen de Portada

Non-equilibrium active noise enhances generative memory in diffusion models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Behera, Agnish Kumar, Lamtyugina, Alexandra, Nandy, Aditya, Goto, Daiki, Floyd, Carlos, Vaikuntanathan, Suriyanarayanan
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Disordered Systems and Neural Networks
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A correspondence between Hebbian unlearning and steady states generated by nonequilibrium dynamics
por: Behera, Agnish Kumar, et al.
Publicado: (2024)

Learning to control non-equilibrium dynamics using local imperfect gradients
por: Floyd, Carlos, et al.
Publicado: (2024)

Limits on the computational expressivity of non-equilibrium biophysical processes
por: Floyd, Carlos, et al.
Publicado: (2024)

In-context learning emerges in chemical reaction networks without attention
por: Floyd, Carlos, et al.
Publicado: (2026)

Non-equilibrium dynamics of localization phase transition in the non-Hermitian Disorder-Aubry-André model
por: Sun, Yue-Mei, et al.
Publicado: (2024)

How noise affects memory in linear recurrent networks
por: Guan, JingChuan, et al.
Publicado: (2024)

A solvable model of learning generative diffusion: theory and insights
por: Cui, Hugo, et al.
Publicado: (2025)

Learning and Unlearning: Bridging classification, memory and generative modeling in Recurrent Neural Networks
por: Ventura, Enrico
Publicado: (2024)

Magnetic field Controlled Anderson Delocalization in a Spinful Non-Hermitian Chain
por: Sanahal, Moirangthem, et al.
Publicado: (2026)

Dynamical mean field approach to associative memory model with non-monotonic transfer functions
por: Kabashima, Yoshiyuki, et al.
Publicado: (2025)

Nonequilbrium physics of generative diffusion models
por: Yu, Zhendong, et al.
Publicado: (2024)

Quantifying memory in spin glasses
por: Janus Collaboration, et al.
Publicado: (2023)

Arbitrage equilibrium and the emergence of universal microstructure in deep neural networks
por: Venkatasubramanian, Venkat, et al.
Publicado: (2024)

Non-equilibrium dynamics of the disordered Power of Two model
por: Singh, Kunal, et al.
Publicado: (2026)

Non-Hermitian Mosaic Maryland model
por: Wang, Zhenning, et al.
Publicado: (2026)

Bound states in one-dimensional systems with colored noise
por: Wei, Xingbo, et al.
Publicado: (2024)

Accuracy and capacity of Modern Hopfield networks with synaptic noise
por: Bhattacharjee, Sharba, et al.
Publicado: (2025)

Transient dynamics of associative memory models
por: Clark, David G.
Publicado: (2025)

Entropy alternatives for equilibrium and out of equilibrium systems
por: Vogel, Eugenio E., et al.
Publicado: (2024)

Transmission-eigenchannel velocity and diffusion
por: Genack, Azriel Z., et al.
Publicado: (2024)

Generalization through variance: how noise shapes inductive biases in diffusion models
por: Vastola, John J.
Publicado: (2025)

Interaction-enhanced many-body localization in a 1D quasiperiodic model with long-range hopping
por: Fan, Haowei, et al.
Publicado: (2025)

Characterization of Thermalization Behaviour in a Generalized Aubry-André Model
por: Mal, S., et al.
Publicado: (2026)

Multiphoton quantum simulation of the generalized Hopfield memory model
por: Zanfardino, Gennaro, et al.
Publicado: (2025)

Antiferromagnetic order enhanced by local dissipation
por: Bouverot-Dupuis, Oscar, et al.
Publicado: (2023)

Canonical equilibrium of mean-field $O(n)$~models in the presence of random fields
por: Pal, Soumya Kanti, et al.
Publicado: (2025)

Online calibration scheme for training restricted Boltzmann machines with quantum annealing
por: Goto, Takeru, et al.
Publicado: (2023)

Comparing the effects of Boltzmann machines as associative memory in Generative Adversarial Networks between classical and quantum sampling
por: Urushibata, Mitsuru, et al.
Publicado: (2022)

Many-body localization on finite generation fractal lattices
por: Manna, Sourav, et al.
Publicado: (2021)

Localization, transport, flux induced extended modes and mobility edge in a self-similar corral substrate
por: Bhattacharya, Sayan, et al.
Publicado: (2025)

Equilibrium and out-of-equilibrium critical dynamics of the three-dimensional Heisenberg model with random cubic anisotropy
por: Astillero, A., et al.
Publicado: (2024)

Far-from-equilibrium complex landscapes
por: Guislain, Laura, et al.
Publicado: (2024)

An elastoplastic model approach for the relaxation dynamics of active glasses
por: Ghosh, Tanmoy, et al.
Publicado: (2024)

Quantum diffusion in the Harper model under polychromatic time-perturbation
por: Yamada, Hiroaki S., et al.
Publicado: (2025)

Non-equilibrium dynamics in geometrically frustrated spin glass Bi$_2$Fe$_3$GaO$_9$ with a Cairo lattice
por: Mihaylova, Desislava, et al.
Publicado: (2024)

The maximum-average subtensor problem: equilibrium and out-of-equilibrium properties
por: Erba, Vittorio, et al.
Publicado: (2025)

Non-equilibrium dynamic hyperuniform states
por: Lei, Yusheng, et al.
Publicado: (2024)

Algorithms for generating planar networks simulating hierarchical patterns of cracks formed during film drying
por: Tarasevich, Yuri Yu., et al.
Publicado: (2026)

Discrete generative diffusion models without stochastic differential equations: a tensor network approach
por: Causer, Luke, et al.
Publicado: (2024)

Pattern recognition in the nucleation kinetics of non-equilibrium self-assembly
por: Evans, Constantine Glen, et al.
Publicado: (2022)