Article Summary

• 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