Search Results for author: Weidong Geng

Found 6 papers, 2 papers with code

MCM: Multi-condition Motion Synthesis Framework

1 code implementation19 Apr 2024 Zeyu Ling, Bo Han, Yongkang Wongkan, Han Lin, Mohan Kankanhalli, Weidong Geng

Conditional human motion synthesis (HMS) aims to generate human motion sequences that conform to specific conditions.

Motion Synthesis

POS: A Prompts Optimization Suite for Augmenting Text-to-Video Generation

no code implementations2 Nov 2023 Shijie Ma, Huayi Xu, Mengjian Li, Weidong Geng, Meng Wang, Yaxiong Wang

This paper targets to enhance the diffusion-based text-to-video generation by improving the two input prompts, including the noise and the text.

Denoising POS +2

MCM: Multi-condition Motion Synthesis Framework for Multi-scenario

1 code implementation6 Sep 2023 Zeyu Ling, Bo Han, Yongkang Wong, Mohan Kangkanhalli, Weidong Geng

We also introduce a Transformer-based diffusion model MWNet (DDPM-like) as our main branch that can capture the spatial complexity and inter-joint correlations in motion sequences through a channel-dimension self-attention module.

Motion Synthesis

Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions

no code implementations ICCV 2021 Xiheng Zhang, Yongkang Wong, Xiaofei Wu, Juwei Lu, Mohan Kankanhalli, Xiangdong Li, Weidong Geng

In this work, we take a step towards training robust models for cross-domain pose estimation task, which brings together ideas from causal representation learning and generative adversarial networks.

3D Pose Estimation counterfactual +3

Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning

no code implementations10 Jul 2016 Bingwen Jin, Songhua Xu, Weidong Geng

This paper employs case-based reasoning (CBR) to capture the personal styles of individual artists and generate the human facial portraits from photos accordingly.

Retrieval

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