technique
Event-Partitioned Masking
techniqueactiveprovisional
event-partitioned-masking-090fbda4·1 events·first seen 16d agoAliases: Event-Partitioned Masking
Co-occurring entities
More like this (12)
Divide-and-Conquer Partitioningmasked-token modelingMask2FormerMasked Diffusion ModelsKnowledge Editing in Masked Diffusion Language ModelsCross-Modal Masking for Robust Silent Speech Synthesis Using sEMG and LipreadingBeyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language ModelsParallel Box DecodingCross-Event Prompt Fusionsparse gatingData Mixture SurgeryMaskClaw
Recent events (1)
TunerDiT: Training-free Progressive Steering of Diffusion Transformers for Multi-Event Video Generation
TunerDiT is a training-free method for steering video diffusion transformers (DiTs) to generate long-horizon videos containing multiple sequential events. The approach identifies intrinsic turning points in the DiT denoising trajectory where text conditioning shifts from global layout to fine-grained detail, then applies two steering mechanisms: Event-Partitioned Masking and Cross-Event Prompt Fusion. The authors also introduce Meve, a benchmark prompt suite for multi-event video generation, and report state-of-the-art results across 8 metrics with improved text alignment scaling with event count.