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cs.CV2024★ 1 cited
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
Yongxin Zhu, Bocheng Li, Hang Zhang +3
Latent-based image generative models, such as Latent Diffusion Models (LDMs) and Mask Image Models (MIMs), have achieved notable success in image generation tasks. These models typ…
cs.LG2024
LASERS: LAtent Space Encoding for Representations with Sparsity for Generative Modeling
Xin Li, Anand Sarwate
Learning compact and meaningful latent space representations has been shown to be very useful in generative modeling tasks for visual data. One particular example is applying Vecto…