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FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing
arXiv:2606.03114v1 Announce Type: new Abstract: Remote sensing change detection for real-world monitoring often relies on imperfect heterogeneous observations, where pre- and post-event images may be asynchronous, cross-sensor, or affected by illumination, seasonal, and modality shifts. This setting is especially challenging for EO-SAR disaster mapping, where nuisance variation can resemble structural damage. We propose FAF-CD, a frequency-aware hybrid framework with a DINOv3-pretrained...
Fixed Aggregation Features Can Rival GNNs
arXiv:2601.19449v2 Announce Type: replace Abstract: Graph neural networks (GNNs) are widely believed to excel at node representation learning through trainable neighborhood aggregations. We challenge this view by introducing Fixed Aggregation Features (FAFs), a training-free approach that transforms graph learning tasks into tabular problems. This simple shift enables the use of well-established tabular methods, offering strong interpretability and the flexibility to deploy diverse classifiers.
Rajat Patidar: The injury replacement turned captain who changed the fate of RCB
For nearly two decades, Royal Challengers Bengaluru carried a burden that seemed impossible to shake off. Every season began with hope and ended with disappointment. ‘Ee sala cup namde’ became less a rallying cry and more a reminder of how elusive the IPL trophy remained.
Virat Kohli's dhol dance with Pandya goes viral after RCB's IPL 2026 title triumph
Star batter Virat Kohli and all-rounder Krunal Pandya were seen dancing to the beats of dhols after Royal Challengers Bengaluru sealed back-to-back IPL titles on Sunday. RCB defeated Gujarat Titans by five wickets in the final to lift their second IPL trophy. The celebrations were in full swing after the historic triumph.
'Kar diya na maine': Rajat Patidar's first words after RCB's title win
As the fireworks lit up the Ahmedabad sky and Royal Challengers Bengaluru players celebrated yet another IPL triumph, one man sat quietly in the stands, soaking in the moment. Abhishek Pathrod had found a spot close to the presentation stage, eagerly waiting for his childhood friend Rajat Patidar. With the coveted trophy in his hands, Patidar walked straight towards his childhood friend after the ceremony.