2 papers
cs.DC2026
Not Every Sync Is Safe: Calibrated DiLoCo Scheduling for Shared AI Infrastructure
Maxwell Twelftree, David Lemphers, An-chi He +1
DiLoCo-style training reduces communication by letting learner islands train locally before occasional outer synchronization, making it attractive for fragmented industrial AI flee…
cs.CV2026
PlatonicNav: Unveiling Semantic Correspondence in Navigation with Platonic Topological Maps
Junlin Long, Zeyu Zhang, Xu Deng +5
Embodied visual navigation, where an agent perceives a complex environment and acts to reach a goal from raw sensory input, underpins a wide range of applications such as household…