3 papers
cs.CV2026
3DPhysVideo: Consistency-Guided Flow SDE for Video Generation via 3D Scene Reconstruction and Physical Simulation
Hwidong Kim, Yunho Kim, Tae-Kyun Kim
Video generative models have made remarkable progress, yet they often yield visual artifacts that violate grounding in physical dynamics. Recent works such as PhysGen3D tackle sing…
cs.CV2024
A Simple Baseline with Single-encoder for Referring Image Segmentation
Seonghoon Yu, Ilchae Jung, Byeongju Han +4
Referring image segmentation (RIS) requires dense vision-language interactions between visual pixels and textual words to segment objects based on a given description. However, com…
cs.LG2023
Improved weight initialization for deep and narrow feedforward neural network
Hyunwoo Lee, Yunho Kim, Seung Yeop Yang +1
Appropriate weight initialization settings, along with the ReLU activation function, have become cornerstones of modern deep learning, enabling the training and deployment of highl…