Siyi Chen
@ChenSiyich
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ECE PhD @ Umich, CS BS @ Umich, ECE BS @ SJTU | GenAI, VLM, RL, SSL
Ann Arbor, MI
Joined August 2024
New paper released: "Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning"! 🚀 Read it here: https://t.co/gCV9dLPtVv. We uncover the causes of the modality gap in CLIP and introduce innovative methods to reduce gap while boosting model performance.
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Feel free to drop by for a chat anytime! #NeurIPS2024
@NeurIPSConf Just arrived in Vancouver for #NeurIPS2024! (Lost my luggages AGAIN😂) I will be presenting several works, focusing on #DiffusionModels and #RepresentationLearning. Looking forward to speaking to everyone! See lists below:
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Happy to share that our work on interpretable and localized image editing on diffusion model is accepted by #neurips2024! Many thanks to my teammates and advisor. https://t.co/8oGDdeaxCN
arxiv.org
Recently, diffusion models have emerged as a powerful class of generative models. Despite their success, there is still limited understanding of their semantic spaces. This makes it challenging to...
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