import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("MurakawaTakuya/M3DDM-Plus", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]M3DDM+: An Improved Video Outpainting by a Modified Masking Strategy
Takuya Murakawa, Takumi Fukuzawa, Ning Ding, Toru Tamaki
Nagoya Institute of Technology
IWAIT 2026
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