2 papers
cs.CV2025
One-Cycle Structured Pruning via Stability-Driven Subnetwork Search
Deepak Ghimire, Dayoung Kil, Seonghwan Jeong +2
Existing structured pruning methods typically rely on multi-stage training procedures that incur high computational costs. Pruning at initialization aims to reduce this burden but…
cs.CV2025
Context-Aware Input Orchestration for Video Inpainting
Hoyoung Kim, Azimbek Khudoyberdiev, Seonghwan Jeong +1
Traditional neural network-driven inpainting methods struggle to deliver high-quality results within the constraints of mobile device processing power and memory. Our research intr…