Article Summary

• CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation Jian Li, Wei Zhang, Chen Wang
  Semi-Supervised Learning Semantic Segmentation Consistency Regularization Reasoning Segmentation Deep Learning
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2511.17755.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