2 papers
cs.NE2025
Regularizing Differentiable Architecture Search with Smooth Activation
Yanlin Zhou, Mostafa El-Khamy, Kee-Bong Song
Differentiable Architecture Search (DARTS) is an efficient Neural Architecture Search (NAS) method but suffers from robustness, generalization, and discrepancy issues. Many efforts…
cs.CV2024
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation
Qingfeng Liu, Mostafa El-Khamy, Kee-Bong Song
The third Pixel-level Video Understanding in the Wild (PVUW CVPR 2024) challenge aims to advance the state of art in video understanding through benchmarking Video Panoptic Segment…