Study Finds DiT Effective Receptive Field Far Smaller Than Theoretical
A University of Toronto team proposed AREa, adaptive receptive-field attention for efficient high-res image generation, after researchers found DiT's effective receptive field is far smaller than theoretical, echoing a 2017 CNN-era finding.
2026-10-22 ~ 2026-10-22 · 3 related posts
- UofT paper AREa: adaptive receptive-field attention for efficient high-res diffusion transformers — CSProfKGD · 2026-10-22
- Transformer effective receptive field far smaller than theoretical, echoing 2017 CNN finding — CSProfKGD · 2026-10-22
- Effective receptive field in DiTs mirrors 2017 CNN finding, CS professor notes — CSProfKGD · 2026-10-22