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DifFRACT: Diffusion Feature Reconstruction and Attribution for Circuit Tracing
DifFRACT extends transcoder-based circuit tracing to multimodal diffusion transformers, yielding exact feature attribution, interpretable circuits for attribute binding and cross-stream propagation, and precise circuit-guided interventions outperforming standard SAE steering.
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 8 of 20 reviewers recommend it
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