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most citedObject segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli

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cs.CV2026

Moving Forward with Video Saliency: A New Dataset and Benchmark where Motion Matters

Susmit Agrawal, Rebecca Wanner, Juliane Verwiebe +3

Video saliency prediction is inherently harder to model than static image saliency due to the additional temporal dimension. Video saliency benchmarks rest on the premise that pred…

cs.CV2026

DeepGaze3.5-VL: Modeling Scanpaths via Autoregressive Token Prediction

Susmit Agrawal, Matthias Bethge, Matthias Kümmerer

Understanding human visual attention on a scene over time has applications in domains such as interface design and inferring cognitive states. Modeling visual scanpaths has histori…