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Computing & AI · Source-linked note

CausVid: bidirectional-teacher to causal-video-student distillation

Initialized a causal video student from teacher ODE trajectories and applied asymmetric distribution-matching distillation for few-step cached streaming generation.

What is recorded here?

Initialized a causal video student from teacher ODE trajectories and applied asymmetric distribution-matching distillation for few-step cached streaming generation.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Inherits DMD and causal/autoregressive video modeling. Reduced empirical error accumulation is not an indefinite-stability or physical-accuracy theorem. Latency/FPS are original hardware/model measurements, not current universal rankings.

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People and systems

Tianwei Yin; Qiang Zhang; Richard Zhang; William T. Freeman; Fredo Durand; Eli Shechtman; Xun Huang

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

CausVid: bidirectional-teacher to causal-video-student distillation

Initialized a causal video student from teacher ODE trajectories and applied asymmetric distribution-matching distillation for few-step cached streaming generation.

Scientific scope

Inherits DMD and causal/autoregressive video modeling. Reduced empirical error accumulation is not an indefinite-stability or physical-accuracy theorem. Latency/FPS are original hardware/model measurements, not current universal rankings.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Tianwei Yin; Qiang Zhang; Richard Zhang; William T. Freeman; Fredo Durand; Eli Shechtman; Xun Huang

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources