Fan Li

OStr-DARTS: Differentiable Neural Architecture Search Based on Operation Strength

2024 · IEEE Transactions on Cybernetics

Differentiable architecture search (DARTS) has emerged as a promising technique for effective neural architecture search, and it mainly contains two steps to find the high-performance architecture. First, the DARTS supernet that consists of mixed operations …

MagicEraser: Erasing Any Objects via Semantics-Aware Control

2024 · arXiv (Cornell University)

The traditional image inpainting task aims to restore corrupted regions by referencing surrounding background and foreground. However, the object erasure task, which is in increasing demand, aims to erase objects and generate harmonious background. Previous …