Diffusion Models are Evolutionary Algorithms
Paper • 2410.02543 • Published
Interesting
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AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Paper • 2003.03384 • Published -
One pixel attack for fooling deep neural networks
Paper • 1710.08864 • Published -
Evolutionary Strategies lead to Catastrophic Forgetting in LLMs
Paper • 2601.20861 • Published • 1 -
Evolving Deep Learning Optimizers
Paper • 2512.11853 • Published -
Open-world Machine Learning: A Review and New Outlooks
Paper • 2403.01759 • Published -
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
Paper • 2212.10445 • Published • 2 -
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
Paper • 2401.11963 • Published • 1 -
Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Paper • 2505.22954 • Published • 15 -
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning
Paper • 1712.06567 • Published -
Evolution Strategies at the Hyperscale
Paper • 2511.16652 • Published • 3 -
Yunjue Agent Tech Report: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasks
Paper • 2601.18226 • Published • 8 -
SymbolicGPT: A Generative Transformer Model for Symbolic Regression
Paper • 2106.14131 • Published -
Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single
Paper • 2304.11153 • Published