3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2026
The Road Taken: The Role of Optimizers at the Edge of Stability
Jaerin Lee, Kyoung Mu Lee
The edge of stability refers to a phenomenon in deep learning with gradient-based optimizers where the Hessian eigenvalues of the loss remain stable above a threshold that the clas…
cs.LG2025
Greedy Alignment Principle for Optimizer Selection
Jaerin Lee, Kyoung Mu Lee
Recent works have shown that gradient-update alignment is a powerful signal for modulating optimizer updates, often leading to faster training. We promote this update-wise heuristi…
cs.CV2023★ 3 cited
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
Taehoon Kim, Pyunghwan Ahn, Sangyun Kim +39
In this report, we introduce NICE (New frontiers for zero-shot Image Captioning Evaluation) project and share the results and outcomes of 2023 challenge. This project is designed t…