Search Results for author: Muheng Li

Found 6 papers, 3 papers with code

Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning

no code implementations17 Apr 2024 Muheng Li, Xia Li, Sairos Safai, Damien Weber, Antony Lomax, Ye Zhang

The effectiveness of DSBM in MR-based proton treatment planning highlights its potential as a valuable tool in various clinical scenarios.

Image Generation

Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution

no code implementations16 Mar 2024 Zhiheng Li, Muheng Li, Jixuan Fan, Lei Chen, Yansong Tang, Jie zhou, Jiwen Lu

Scale arbitrary super-resolution based on implicit image function gains increasing popularity since it can better represent the visual world in a continuous manner.

Super-Resolution

Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning

1 code implementation ICCV 2023 Zhiheng Li, Wenjia Geng, Muheng Li, Lei Chen, Yansong Tang, Jiwen Lu, Jie zhou

By this means, our model explores all sorts of reliable sub-relations within an action sequence in the condensed action space.

Diffusion-SDF: Text-to-Shape via Voxelized Diffusion

1 code implementation CVPR 2023 Muheng Li, Yueqi Duan, Jie zhou, Jiwen Lu

With the rising industrial attention to 3D virtual modeling technology, generating novel 3D content based on specified conditions (e. g. text) has become a hot issue.

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

1 code implementation CVPR 2022 Muheng Li, Lei Chen, Yueqi Duan, Zhilan Hu, Jianjiang Feng, Jie zhou, Jiwen Lu

The generated text prompts are paired with corresponding video clips, and together co-train the text encoder and the video encoder via a contrastive approach.

Ranked #4 on Action Segmentation on GTEA (using extra training data)

Action Segmentation Action Understanding +1

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