Nov 7, 2023 · We introduce FLORA, an end-to-end automatic framework based on NAS. To overcome the design challenge of supernet posed by vast search space.

To overcome the design challenge of supernet posed by vast search space, FLORA employs a low-rank aware candi- date filtering strategy. This method adeptly ...

FLORA employs a low-rank aware candidate filtering strategy. This method adeptly identifies and eliminates underperforming candidates.

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. Code for the paper: [WACV 2024] FLORA: Fine-grained Low-Rank Architecture Search for ...

Co-authors ; FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. CC Chang, YY Sung, S Yu, NC Huang, D Marculescu, KC Wu. Proceedings of the ...

Apr 12, 2024 · This process significantly enhances the student model's performance and efficiency without altering its architecture [28,29].

FLORA is introduced, an end-to-end automatic framework based on NAS that employs a low-rank aware candidate filtering strategy that adeptly identifies and ...

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer ... With our method, a more fine-grained rank configuration can be generated automatically ...

Nov 7, 2023 · FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer ... effectively identify fine-grained low-rank architecture.

FLORA: "FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer", WACV, 2024 (NYCU). [Paper][PyTorch]; Auto-Prox: "Auto-Prox: Training-Free ...