Conditioned Activation Transport for T2I Safety Steering | ScienceToStartup | ScienceToStartup

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References (47)

[1]

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

2025Z-Image Team, Huanqia Cai et al.

[2]

AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts

2025Yufan Liu, Wanqian Zhang et al.

[3]

T2I-RiskyPrompt: A Benchmark for Safety Evaluation, Attack, and Defense on Text-to-Image Model

Founder's Pitch

"Conditioned Activation Transport improves Text-to-Image model safety by minimizing interference with benign content using nonlinear transport maps."

AI Safety in Image Generation•Score: 7•View PDF ↗

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Conditioned Activation Transport for T2I Safety Steering

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References (47)

Founder's Pitch

"Conditioned Activation Transport improves Text-to-Image model safety by minimizing interference with benign content using nonlinear transport maps."

Commercial Viability Breakdown

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Conditioned Activation Transport for T2I Safety Steering

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References (47)

Founder's Pitch

"Conditioned Activation Transport improves Text-to-Image model safety by minimizing interference with benign content using nonlinear transport maps."

Commercial Viability Breakdown

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