Siyi Chen
- Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions
2024/09/04 by Peng Wang, Wang, Peng, Huijie Zhang +9 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
2024/12/10 by Can Yaras, Siyi Chen, Yaras, Can +5 · 4 citations
Arts and Humanities · Psychology · #EFL/ESL Teaching and Learning #Discourse Analysis in Language Studies #Innovative Teaching and Learning Methods
- Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
2025/02/09 by Xiao Li, Li, Xiao, Zekai Zhang +11 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Blind Inversion using Latent Diffusion Priors
2024/07/01 by Weimin Bai, Bai, Weimin, Siyi Chen +5 · 3 citations
Computer Science · Earth and Planetary Sciences · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Seismic Imaging and Inversion Techniques #Speech Recognition and Synthesis
- Understanding Generalization in Diffusion Distillation via Probability Flow Distance
2025/05/26 by Huijie Zhang, Zhang, Huijie, Zijian Huang +11 · 4 citations
Computer Science · #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Walk in Their Shoes to Navigate Your Own Path: Learning About Procrastination Through A Serious Game
2025/01/27 by R. Zhang, Zhang, Runhua, Gan, Jiaqi +13 · 1 citation
Psychology · Social Sciences · #Perfectionism, Procrastination, Anxiety Studies #Education and Character Development