Search Results for author: Junyi Zhang

Found 6 papers, 5 papers with code

Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence

1 code implementation CVPR 2024 Junyi Zhang, Charles Herrmann, Junhwa Hur, Eric Chen, Varun Jampani, Deqing Sun, Ming-Hsuan Yang

This paper identifies the importance of being geometry-aware for semantic correspondence and reveals a limitation of the features of current foundation models under simple post-processing.

Animal Pose Estimation Semantic correspondence

From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding

no code implementations CVPR 2024 Yong-Lu Li, Xiaoqian Wu, Xinpeng Liu, Zehao Wang, Yiming Dou, Yikun Ji, Junyi Zhang, Yixing Li, Jingru Tan, Xudong Lu, Cewu Lu

By aligning the classes of previous datasets to our semantic space, we gather (image/video/skeleton/MoCap) datasets into a unified database in a unified label system, i. e., bridging "isolated islands" into a "Pangea".

Action Understanding Transfer Learning

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

1 code implementation ICCV 2023 Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang

To tackle the challenge, we summarize three critical factors for achieving a mild forward process for the layout, i. e., legality, coordinate proximity and type disruption.

Layout Design

Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection

1 code implementation28 Jul 2022 Xiaoqian Wu, Yong-Lu Li, Xinpeng Liu, Junyi Zhang, Yuzhe Wu, Cewu Lu

Though significant progress has been made, interactiveness learning remains a challenging problem in HOI detection: existing methods usually generate redundant negative H-O pair proposals and fail to effectively extract interactive pairs.

Human-Object Interaction Detection

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