3 citations · 15 across the 8 of their papers we have counts for
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cs.LG2023★ 2 cited
Complexity Matters: Rethinking the Latent Space for Generative Modeling
Tianyang Hu, Fei Chen, Haonan Wang +4
In generative modeling, numerous successful approaches leverage a low-dimensional latent space, e.g., Stable Diffusion models the latent space induced by an encoder and generates i…
cs.LG2023★ 1 cited
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning
Jiajun Ma, Tianyang Hu, Wenjia Wang
Self-supervised learning (SSL) aims to learn intrinsic features without labels. Despite the diverse architectures of SSL methods, the projection head always plays an important role…