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Weilai Xiang

2 accepted papers

2023

Denoising Diffusion Autoencoders are Unified Self-supervised Learners

ICCV 2023oral

Inspired by recent advances in diffusion models, which are reminiscent of denoising autoencoders, we investigate whether they can acquire discriminative representations for classification via generative pre-training. This paper shows that the networks in diffusion models, namely denoising diffusion…

Cited by 72PDFcodeScholar
2020

Multi-Agent Embodied Question Answering in Interactive Environments

ECCV 2020poster

We investigate a new AI task --- Multi-Agent Interactive Question Answering --- where several agents explore the scene jointly in interactive environments to answer a question. To cooperate efficiently and answer accurately, agents must be well-organized to have balanced work division and share know…

Cited by 38SourcePDFScholar