Search Results for author: Canyu Zhang

Found 6 papers, 2 papers with code

Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation

no code implementations31 Jul 2024 Ziyu Zhao, Xiaoguang Li, Pingping Cai, Canyu Zhang, Song Wang

To address these limitations, we propose a novel approach that leverages the newly proposed Adaptive Implicit Representation Mapping (AIRM) for ultra-high-resolution Image Segmentation.

Image Segmentation Segmentation +1

Bidirectional Autoregressive Diffusion Model for Dance Generation

1 code implementation6 Feb 2024 Canyu Zhang, YouBao Tang, Ning Zhang, Ruei-Sung Lin, Mei Han, Jing Xiao, Song Wang

To make the generated dance motion smoother, a local information decoder is built for local motion enhancement.

Motion Generation

SAIR: Learning Semantic-aware Implicit Representation

no code implementations13 Oct 2023 Canyu Zhang, Xiaoguang Li, Qing Guo, Song Wang

To this end, we propose a framework with two modules: (1) building a semantic implicit representation (SIR) for a corrupted image whose large regions miss.

Image Inpainting Image Reconstruction

SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting

no code implementations26 Jul 2023 Canyu Zhang, Qing Guo, Xiaoguang Li, Renjie Wan, Hongkai Yu, Ivor Tsang, Song Wang

Given the coordinates of a pixel we want to reconstruct, we first collect its neighboring pixels in the input image and extract their detail-enhanced semantic embeddings, unmask-attentional semantic embeddings, importance values, and spatial distances to the desired pixel.

Image Inpainting Image Reconstruction +2

Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network

no code implementations28 Mar 2023 Canyu Zhang, Zhenyao Wu, Xinyi Wu, Ziyu Zhao, Song Wang

While a few-shot learning method was proposed recently to address these two problems, it suffers from high computational complexity caused by graph construction and inability to learn fine-grained relationships among points due to the use of pooling operations.

Few-shot 3D Point Cloud Semantic Segmentation Few-Shot Learning +4

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