Thanks @HuggingPapers for sharing CARE-Edit! We introduce a condition-aware router that lets heterogeneous experts handle text, mask, and reference-guided edits without stepping on each other. Thrilled to see it accepted at #CVPR2026. Glad to have worked on this w/ @AndyYucheng.
CARE-Edit
Accepted at CVPR 2026. This unified diffusion editor uses a condition-aware router to dynamically assign tokens to specialized experts (Text, Mask, Reference, Base), solving task interference and color bleeding in multi-condition image editing.
Turning 25 today. 🍰
Lesson learned: Don’t pin all your joy and expectations on just one or two specific outcomes. This is the surest way to avoid disappointment.
Realization: We are individuals first, identities second. Being a good person matters more than any role I
2025 had a record breaking number of submissions, and we are grateful for the contributions of all reviewers & ACs.
We wish to acknowledge the following notable reviewers who went above and beyond, reviewing 4 or more papers. Thank you for your service.
iclr.cc/Conferences/20…
