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Lin Liang

3 accepted papers

2025

ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation

CVPR 2025poster

Multi-layer image generation is a fundamental task that enables users to isolate, select, and edit specific image layers, thereby revolutionizing interactions with generative models. In this paper, we introduce the Anonymous Region Transformer (ART), which facilitates the direct generation of variab…

Cited by 4SourcePDFScholar
2023

Neural Voting Field for Camera-Space 3D Hand Pose Estimation

CVPR 2023poster

We present a unified framework for camera-space 3D hand pose estimation from a single RGB image based on 3D implicit representation. As opposed to recent works, most of which first adopt holistic or pixel-level dense regression to obtain relative 3D hand pose and then follow with complex second-stag…

Cited by 5SourcePDFScholar
2022

Injecting Semantic Concepts Into End-to-End Image Captioning

CVPR 2022poster

Tremendous progress has been made in recent years in developing better image captioning models, yet most of them rely on a separate object detector to extract regional features. Recent vision-language studies are shifting towards the detector-free trend by leveraging grid representations for more fl…

Cited by 137PDFcodeScholar