"latent space compression" Papers

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Compressed and Smooth Latent Space for Text Diffusion Modeling

Viacheslav Meshchaninov, Egor Chimbulatov, Alexander Shabalin et al.

NEURIPS 2025arXiv:2506.21170
4
citations

LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion

Biao Zhang, Peter Wonka

ICLR 2025arXiv:2410.01295
11
citations

REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents

Rui Tian, Qi Dai, Jianmin Bao et al.

ICCV 2025arXiv:2411.13552
7
citations

Representing 3D Shapes With 64 Latent Vectors for 3D Diffusion Models

In Cho, Youngbeom Yoo, Subin Jeon et al.

ICCV 2025arXiv:2503.08737
2
citations

Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation

Kihong Kim, Haneol Lee, Jihye Park et al.

ECCV 2024arXiv:2402.13729
11
citations

Joint Composite Latent Space Bayesian Optimization

Natalie Maus, Zhiyuan Jerry Lin, Maximilian Balandat et al.

ICML 2024arXiv:2311.02213
3
citations

Photorealistic Video Generation with Diffusion Models

Agrim Gupta, Lijun Yu, Kihyuk Sohn et al.

ECCV 2024arXiv:2312.06662
278
citations

Towards Realistic Scene Generation with LiDAR Diffusion Models

Haoxi Ran, Vitor Guizilini, Yue Wang

CVPR 2024arXiv:2404.00815
68
citations