Search Results for author: Zhilin Huang

Found 7 papers, 3 papers with code

Motion-aware Latent Diffusion Models for Video Frame Interpolation

no code implementations21 Apr 2024 Zhilin Huang, Yijie Yu, Ling Yang, Chujun Qin, Bing Zheng, Xiawu Zheng, Zikun Zhou, YaoWei Wang, Wenming Yang

With the advancement of AIGC, video frame interpolation (VFI) has become a crucial component in existing video generation frameworks, attracting widespread research interest.

Motion Estimation Video Frame Interpolation +1

Binding-Adaptive Diffusion Models for Structure-Based Drug Design

1 code implementation15 Jan 2024 Zhilin Huang, Ling Yang, Zaixi Zhang, Xiangxin Zhou, Yu Bao, Xiawu Zheng, Yuwei Yang, Yu Wang, Wenming Yang

Then the selected protein-ligand subcomplex is processed with SE(3)-equivariant neural networks, and transmitted back to each atom of the complex for augmenting the target-aware 3D molecule diffusion generation with binding interaction information.

Avg

Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization

1 code implementation28 Jun 2023 Ling Yang, Jiayi Zheng, Heyuan Wang, Zhongyi Liu, Zhilin Huang, Shenda Hong, Wentao Zhang, Bin Cui

To remove class spurious feature caused by distribution shifts, we propose Individual Graph Information Bottleneck (I-GIB) which discards irrelevant information by minimizing the mutual information between the input graph and its embeddings.

Graph Learning Out-of-Distribution Generalization

Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training

1 code implementation21 Nov 2022 Ling Yang, Zhilin Huang, Yang song, Shenda Hong, Guohao Li, Wentao Zhang, Bin Cui, Bernard Ghanem, Ming-Hsuan Yang

Generating images from graph-structured inputs, such as scene graphs, is uniquely challenging due to the difficulty of aligning nodes and connections in graphs with objects and their relations in images.

Image Generation

Region-aware Attention for Image Inpainting

no code implementations3 Apr 2022 Zhilin Huang, Chujun Qin, Zhenyu Weng, Yuesheng Zhu

Recent attention-based image inpainting methods have made inspiring progress by modeling long-range dependencies within a single image.

Image Inpainting

Structure-aware Image Inpainting with Two Parallel Streams

no code implementations5 Nov 2021 Zhilin Huang, Chujun Qin, Ruixin Liu, Zhenyu Weng, Yuesheng Zhu

Recent works in image inpainting have shown that structural information plays an important role in recovering visually pleasing results.

Image Inpainting Image Reconstruction +1

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