Unverified50% confidenceFactExact time
ControlNet由斯坦福大学研究员张吕敏于2023年提出，通过零卷积与原始UNet建立连接
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
Krea 2 Real-World Test: RTX 3060 Generates 1080P Images in Under 2 Minutes
redditr/comfyui7/9/2026
Related Claims
UnverifiedThe ControlNet structural control technology was proposed by Zhang Lvmin of Stanford University in 2023, injecting structural control signals without disrupting the original model weights through a zero-convolution design.83% similarVerifiedControlNet is a conditional control network proposed by Stanford University researchers in 2023, which attaches a trainable control branch alongside the original diffusion model.80% similarUnverifiedControlNet由斯坦福大学张吕敏于2023年提出，支持OpenPose、Canny边缘、深度图等多种条件输入控制生成图像72% similarUnverifiedControlNet was proposed by Lvmin Zhang in 2023, injecting structural conditions into pre-trained diffusion models without modifying the original model weights.67% similarUnverified2023年斯坦福大学和OpenAI的研究者系统性地提出了Meta-Prompting框架63% similar
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