floofloof@lemmy.ca to Technology@lemmy.worldEnglish · 4 months agoAI models collapse when trained on recursively generated datawww.nature.comexternal-linkmessage-square34fedilinkarrow-up1254arrow-down18cross-posted to: technology@lemmy.world
arrow-up1246arrow-down1external-linkAI models collapse when trained on recursively generated datawww.nature.comfloofloof@lemmy.ca to Technology@lemmy.worldEnglish · 4 months agomessage-square34fedilinkcross-posted to: technology@lemmy.world
minus-squareNekuSoul@lemmy.nekusoul.delinkfedilinkEnglisharrow-up9·4 months agoSame thing with Stable Diffusion if you’ve ever used a generated image as an input and repeated the same prompt. You basically get a deep-fried copy.
minus-squareFaceDeer@fedia.iolinkfedilinkarrow-up3·4 months agoimg2img is not “training” the model. Completely different process.
minus-squareNekuSoul@lemmy.nekusoul.delinkfedilinkEnglisharrow-up1·4 months agoOh yeah, you’re right. It’s both degradation in some way, but through entirely different causes.
Same thing with Stable Diffusion if you’ve ever used a generated image as an input and repeated the same prompt. You basically get a deep-fried copy.
img2img is not “training” the model. Completely different process.
Oh yeah, you’re right. It’s both degradation in some way, but through entirely different causes.