ConvUNets have been overlooked... but they outperform Diffusion Transformers!
3/3/2025: Codes & Weights are at the final stage of inspection. We will have them released ASAP.
2/27/2025: DiC is accepted by CVPR 2025! 🎉🎉
🤔 In this work, we intend to build a diffusion model with Conv3x3 that is simple but efficient.
🔧 We re-design architectures & blocks of the model to tap the potential of Conv3x3 to the full.
🚀 The proposed DiC ConvUNets are more powerful than DiTs, and much much faster!
Codes and Weights will be released. Please keep tuned!