Tunable Soft Equivariance with Guarantees. #CVPR2026

Pretrained vision models ignore the geometric symmetry of the world, while strictly equivariant models can be overconstrained. Our CVPR 2026 paper, "Tunable Soft Equivariance with Guarantee," treats symmetry as a dial rather than a switch. 🔗 Links Project page: https://ashiq24.github.io/soft-equiva... Code: https://github.com/ashiq24/soft-equiv... Pretrained models: https://huggingface.co/collections/as... #cvpr2026 #computervision #equivariance #deeplearning #machinelearning