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Journal Articles
- 2023
[j1]Poyuan Mao, Yikfoong Tham, Heng Zhang, Danilo Vasconcellos Vargas:
Magnum: Tackling high-dimensional structures with self-organization. Neurocomputing 550: 126508 (2023)
Conference and Workshop Papers
- 2023
- [c3]Tham Yik Foong, Danilo Vasconcellos Vargas:
Generating oscillation activity with Echo State Network to mimic the behaviour of a simple central pattern generator. CogSci 2023 - 2022
- [c2]Tham Yik Foong
, Danilo Vasconcellos Vargas:
Understanding SyncMap: Analyzing the components of Its Dynamical Equation. AICCC 2022: 246-254 - 2021
- [c1]Tham Yik Foong, Danilo Vasconcellos Vargas:
Towards Learning Hierarchical Structures with SyncMap. CYBCONF 2021: 7-11
Informal and Other Publications
- 2024
- [i5]Tham Yik Foong, Heng Zhang, Mao Po Yuan, Danilo Vasconcellos Vargas:
Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations. CoRR abs/2404.05168 (2024) - 2023
- [i4]Danilo Vasconcellos Vargas, Tham Yik Foong, Heng Zhang:
Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function. CoRR abs/2302.02140 (2023) - [i3]Tham Yik Foong, Danilo Vasconcellos Vargas:
Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator. CoRR abs/2306.10927 (2023) - [i2]Tham Yik Foong, Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas:
The Challenges of Image Generation Models in Generating Multi-Component Images. CoRR abs/2311.13620 (2023) - [i1]Poyuan Mao, Shashank Kotyan, Tham Yik Foong, Danilo Vasconcellos Vargas:
Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models. CoRR abs/2312.11473 (2023)
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