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Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers

📄 Trending Paper (67⬆️): Text-to-image diffusion transformers (DiTs) jointly process text and image tokens, yet their internal computation during denoising remains poorly understood. We introduce a causal interpretability framework for modern large-scale DiTs that combines attention decomposition with targeted interventions...

Source: HuggingFace_Papers

What it does

📄 Trending Paper (67⬆️): Text-to-image diffusion transformers (DiTs) jointly process text and image tokens, yet their internal computation during denoising remains poorly understood. We introduce a causal interpretability framework for modern large-scale DiTs that combines attention decomposition with targeted interventions...

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Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers | ToolAI - StudioCentOS