14 citations · 14 across the 4 of their papers we have counts for
6 papers · 1 filter
SMG: Semantic Motion Graph for Monocular Dynamic Gaussian Splatting
Haozheng Yu, Xinyu Yang, Rundong Luo +2
We study dynamic Gaussian Splatting from monocular videos. While recent advancements in dynamic Gaussian splatting offer a promising foundation for modeling dynamic scenes, they of…
WildFin: An In-the-Wild Dataset for Fish Behavioral Recognition
Abigail G. Grassick, Jerome Tze-Hou Hsu, Ethan Lin +10
Recent advances in field technology have led to a massive influx of in-the-wild video data for ecological science. The primary bottleneck in leveraging this data is the high cost o…
Live Interactive Training for Video Segmentation
Xinyu Yang, Haozheng Yu, Yihong Sun +2
Interactive video segmentation often requires many user interventions for robust performance in challenging scenarios (e.g., occlusions, object separations, camouflage, etc.). Yet,…
Tracking and Understanding Object Transformations
Yihong Sun, Xinyu Yang, Jennifer J. Sun +1
Real-world objects frequently undergo state transformations. From an apple being cut into pieces to a butterfly emerging from its cocoon, tracking through these changes is importan…
Video Creation by Demonstration
Yihong Sun, Hao Zhou, Liangzhe Yuan +7
We explore a novel video creation experience, namely Video Creation by Demonstration. Given a demonstration video and a context image from a different scene, we generate a physical…
VideoPrism: A Foundational Visual Encoder for Video Understanding
Long Zhao, Nitesh B. Gundavarapu, Liangzhe Yuan +16
We introduce VideoPrism, a general-purpose video encoder that tackles diverse video understanding tasks with a single frozen model. We pretrain VideoPrism on a heterogeneous corpus…