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Ludan Ruan

2 accepted papers

2023

Accommodating Audio Modality in CLIP for Multimodal Processing

AAAI 2023technical

Multimodal processing has attracted much attention lately especially with the success of pre-training. However, the exploration has mainly focused on vision-language pre-training, as introducing more modalities can greatly complicate model design and optimization. In this paper, we extend the state-…

2023

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

CVPR 2023poster

We propose the first joint audio-video generation framework that brings engaging watching and listening experiences simultaneously, towards high-quality realistic videos. To generate joint audio-video pairs, we propose a novel Multi-Modal Diffusion model (i.e., MM-Diffusion), with two-coupled denois…