"latent representation learning" Papers

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Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians

Quankai Gao, Iliyan Georgiev, Tuanfeng Wang et al.

ICCV 2025arXiv:2508.01464

Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders

Rui Chen, Jianfeng Zhang, Yixun Liang et al.

CVPR 2025arXiv:2412.17808

EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation

Zihao Zhang, Haoran Chen, Haoyu Zhao et al.

CVPR 2025arXiv:2503.15831

Generative Medical Segmentation

Jiayu Huo, Xi Ouyang, Sébastien Ourselin et al.

AAAI 2025paperarXiv:2403.18198

Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data

Phillip Si, Peng Chen

ICLR 2025arXiv:2409.00127

Multi-View Oriented GPLVM: Expressiveness and Efficiency

Zi Yang, Ying Li, Zhidi Lin et al.

NEURIPS 2025arXiv:2502.08253

Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations

Xin Liu, Haoran Li, Dongbin Zhao

NEURIPS 2025arXiv:2512.21586

G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model

Pan Xie, Qipeng Zhang, Peng Taiying et al.

AAAI 2024paperarXiv:2208.09141

LEIA: Latent View-invariant Embeddings for Implicit 3D Articulation

Archana Swaminathan, Anubhav Anubhav, Kamal Gupta et al.

ECCV 2024arXiv:2409.06703

PcLast: Discovering Plannable Continuous Latent States

ANURAG KOUL, Shivakanth Sujit, Shaoru Chen et al.

ICML 2024arXiv:2311.03534