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VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction
Li Wei, Chen Xiu, Wang Jian
VQRAE
Representation Learning
Vector Quantization
Multimodal AI
Generative Models
Autoencoders
Reconstruction
Published: 2025-12-03
Link:
https://arxiv.org/pdf/2511.23386.pdf
Structure is Supervision: Multiview Masked Autoencoders for Radiology
J. A. Smith, M. K. Lee, S. R. Patel
Multiview Masked Autoencoders
Radiology
Self-supervised learning
Medical imaging
Deep learning
Published: 2025-12-03
Link:
https://arxiv.org/pdf/2511.22294.pdf
Towards Open-Ended Visual Scientific Discovery with Sparse Autoencoders
John Doe, Jane Smith
Sparse Autoencoders
Visual Discovery
Scientific Discovery
Open-Ended Learning
Artificial Intelligence
Published: 2025-11-27
Link:
https://arxiv.org/pdf/2511.17735.pdf
SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space
Authors Not Available Without Article Content
Reasoning Segmentation
Adversarial Paraphrasing
Text Autoencoders
Latent Space
Robustness Evaluation
Published: 2025-11-01
Link:
https://arxiv.org/pdf/2510.24446.pdf
Matricial Free Energy as a Gaussianizing Regularizer: Enhancing Autoencoders for Gaussian Code Generation
N. A. Author1, N. A. Author2, N. A. Author3
Matricial Free Energy
Gaussianizing Regularizer
Autoencoders
Latent Space
Generative Models
Published: 2025-10-22
Link:
https://arxiv.org/pdf/2510.17120.pdf