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cs.LG2026
TabPFN beyond Tabular Data: Calibration and Accuracy on Multimodal Embeddings
Jingxiang Zhang, Lujia Zhong, Zijie Zhu +2
Few-shot multimodal classification commonly attaches a lightweight head, such as -nearest neighbors, logistic regression, or a linear SVM, to a frozen pretrained encoder. Althou…
cs.LG2024
ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation
Lujia Zhong, Shuo Huang, Yonggang Shi
Recently, deep learning has made remarkable strides, especially with generative modeling, such as large language models and probabilistic diffusion models. However, training these…