Description
Siren, or Sinusoidal Representation Network, is a periodic activation function for implicit neural representations. Specifically it uses the sine as a periodic activation function:
Papers Using This Method
Siren Federate: Bridging document, relational, and graph models for exploratory graph analysis2025-04-10Siren: A Learning-Based Multi-Turn Attack Framework for Simulating Real-World Human Jailbreak Behaviors2025-01-24Streaming Neural Images2024-09-25Inference Plans for Hybrid Particle Filtering2024-08-21Siren -- Advancing Cybersecurity through Deception and Adaptive Analysis2024-06-10NEnv: Neural Environment Maps for Global Illumination2023-07-26NeuBTF: Neural fields for BTF encoding and transfer2023-07-03NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement2023-06-20Implicit Neural Representations with Periodic Activation Functions2020-06-17