Eyvind Niklasson

Computer Science · Physical Sciences

8h-index588citations24works2.02yr avg
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Research Topics

Multimodal Machine Learning Applications(6), Cellular Automata and Applications(6), Domain Adaptation and Few-Shot Learning(5), Reinforcement Learning in Robotics(3), Human Pose and Action Recognition(3)

Publications24 total

Differentiable Logic Cellular Automata: From Game of Life to Pattern Generation
arXiv (Cornell University)·2025Open Access
Mesh Neural Cellular Automata
ACM Transactions on Graphics·2024· 7 citedOpen Access
Computational Life: How Well-formed, Self-replicating Programs Emerge from Simple Interaction
arXiv (Cornell University)·2024· 1 citedOpen Access
Emergent Multiscale Structures and Generative Potential of Isotropic Neural Cellular Automata
2024Open Access
Mesh Neural Cellular Automata
arXiv (Cornell University)·2023Open Access
Uncovering mesa-optimization algorithms in Transformers
arXiv (Cornell University)·2023· 5 citedOpen Access
Differentiable Programming of Chemical Reaction Networks
arXiv (Cornell University)·2023Open Access
Transformers learn in-context by gradient descent
arXiv (Cornell University)·2022· 89 citedOpen Access
$μ$NCA: Texture Generation with Ultra-Compact Neural Cellular Automata
arXiv (Cornell University)·2021· 1 citedOpen Access
$\mu$NCA: Texture Generation with Ultra-Compact Neural Cellular Automata
arXiv (Cornell University)·2021Open Access
Texture Generation with Neural Cellular Automata
arXiv (Cornell University)·2021· 6 citedOpen Access
Adversarial Reprogramming of Neural Cellular Automata
Distill·2021· 8 citedOpen Access
Self-Organising Textures
Distill·2021· 40 citedOpen Access
Differentiable Programming of Reaction-Diffusion Patterns
2021· 1 citedOpen Access
Asynchronicity in Neural Cellular Automata
2021· 8 cited
Self-classifying MNIST Digits
Distill·2020· 37 citedOpen Access
Thread: Differentiable Self-organizing Systems
Distill·2020· 3 citedOpen Access
MPLP: Learning a Message Passing Learning Protocol
arXiv (Cornell University)·2020· 3 citedOpen Access
Growing Neural Cellular Automata
Distill·2020· 170 citedOpen Access
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight
arXiv (Cornell University)·2019· 26 citedOpen Access
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Frequent Co-authors

Alexander Mordvintsev(17), Ettore Randazzo(13), Michael Levin(5), Valts Blukis(5), Yoav Artzi(5), Dipendra Misra(3), Andrew Bennett(2), Max Shatkhin(2), Johannes von Oswald(2), João Sacramento(2), Max Vladymyrov(2), Sam Greydanus(2), Yannick Terme(2), Ross A. Knepper(2), Ehsan Pajouheshgar(2), Sabine Süsstrunk(2), Blaise Agüera y Arcas(2), Andrey Zhmoginov(1), Y. C. Xu(1), Alexander Mordvintsev(1)