Search Results for author: Zuyao Chen

Found 4 papers, 2 papers with code

GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives

no code implementations7 Dec 2023 Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, Changwen Chen

Learning scene graphs from natural language descriptions has proven to be a cheap and promising scheme for Scene Graph Generation (SGG).

Graph Generation Scene Graph Generation +1

Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention

no code implementations18 Nov 2023 Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, Changwen Chen

For the more challenging settings of relation-involved open vocabulary SGG, the proposed approach integrates relation-aware pre-training utilizing image-caption data and retains visual-concept alignment through knowledge distillation.

Concept Alignment Graph Generation +6

DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection

1 code implementation19 Mar 2020 Zuyao Chen, Runmin Cong, Qianqian Xu, Qingming Huang

There are two main issues in RGB-D salient object detection: (1) how to effectively integrate the complementarity from the cross-modal RGB-D data; (2) how to prevent the contamination effect from the unreliable depth map.

object-detection RGB-D Salient Object Detection +3

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

2 code implementations2 Mar 2020 Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang

Deep convolutional neural networks have achieved competitive performance in salient object detection, in which how to learn effective and comprehensive features plays a critical role.

Dichotomous Image Segmentation object-detection +1

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