thu-ml/Causal-Forcing

Question bout Autoregressive Diffusion Training about 2 hours ago

good first issue question solved

910

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Python

#auto-regressive-diffusion-model#autoregressive-models#consistency-models#diffusion#diffusion-models#distillation#few-step-generation#generative-ai#text-to-video#text-to-video-generation#video-diffusion-model#video-generation#wan-video#wan2#wan21#world-model#world-models

DMD works well; CD works well; but CD + DMD leads to worse results 2 months ago

help wanted

thu-ml/Causal-Forcing

910

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Python

#auto-regressive-diffusion-model#autoregressive-models#consistency-models#diffusion#diffusion-models#distillation#few-step-generation#generative-ai#text-to-video#text-to-video-generation#video-diffusion-model#video-generation#wan-video#wan2#wan21#world-model#world-models

Question about the three schedulers from generator and real/fake teacher 3 months ago

good first issue question

thu-ml/Causal-Forcing

910

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Python

#auto-regressive-diffusion-model#autoregressive-models#consistency-models#diffusion#diffusion-models#distillation#few-step-generation#generative-ai#text-to-video#text-to-video-generation#video-diffusion-model#video-generation#wan-video#wan2#wan21#world-model#world-models

Seeking advice on Problem encountered when trying to generate ODE Pairs using 4-step post-ODE-Init model 4 months ago

help wanted

thu-ml/Causal-Forcing

910

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Python

#auto-regressive-diffusion-model#autoregressive-models#consistency-models#diffusion#diffusion-models#distillation#few-step-generation#generative-ai#text-to-video#text-to-video-generation#video-diffusion-model#video-generation#wan-video#wan2#wan21#world-model#world-models

Questions about ODE pair generation: step count and noisy final prediction 5 months ago

help wanted

thu-ml/Causal-Forcing

910

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Python

#auto-regressive-diffusion-model#autoregressive-models#consistency-models#diffusion#diffusion-models#distillation#few-step-generation#generative-ai#text-to-video#text-to-video-generation#video-diffusion-model#video-generation#wan-video#wan2#wan21#world-model#world-models

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