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cs.AI2026
CI-JEPA: A Counterfactual Analysis of Latent Representations in Joint-Embedding Predictive Architectures for Self-Supervised Learning
Mintu Dutta, Ritesh Vyas, Mohendra Roy *
Self-supervised visual representation learning learns useful features without manual annotations during representation training. The image-based joint-embedding predictive architec…
cs.AI2026
Attention-gated U-Net model for semantic segmentation of brain tumors and feature extraction for survival prognosis
Rut Pate, Snehal Rajput, Mehul S. Raval +2
Gliomas, among the most common primary brain tumors, vary widely in aggressiveness, prognosis, and histology, making treatment challenging due to complex and time-intensive surgica…