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cs.CV2026
Generalist Open-World Temporal Perception
Cristian Sminchisescu
The next generation of artificial intelligence systems will likely be natively temporal and multimodal in both inputs and outputs: able to converse, perceive, predict, reason, and…
cs.CV2026
Video Generation Models are General-Purpose Vision Learners
Letian Wang, Chuhan Zhang, Rishabh Kabra +9
Driven by next-token prediction, NLP shifted from task-specific models into powerful generalist foundation models. What, then, is the equivalent catalyst needed to achieve a genera…
q-bio.QM2026
Spectral Coherence Index: A Model-Free Metric for Protein Structural Ensemble Quality Assessment
Yuda Bi, Huaiwen Zhang, Jingnan Sun +1
Protein structural ensembles from NMR spectroscopy capture biologically important conformational heterogeneity, but it remains difficult to determine whether observed variation ref…