minyoungkim21 / multi-modal-vae-OLD

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Open minyoungkim21 opened 5 years ago

minyoungkim21 commented 5 years ago

Latent traversal (at iter 300K)

1) MuMo-VAE model

fixed3 fixed2 fixed1

2) Vanilla-VAE model

fixed3 fixed2 fixed1

3) MMPOE-VAE v1 model

fixed3 fixed2 fixed1

4) MMPOE-VAE v2 model

fixed3 fixed2 fixed1

5) WG-VAE v1 model

fixed3 fixed2 fixed1

6) WG-VAE v2 model

fixed3 fixed2 fixed1

minyoungkim21 commented 5 years ago

Latent traversal (at iter 80K)

  1. MuMo-VAE model

fixed3 fixed2 fixed1

  1. Vanilla-VAE model

fixed3 fixed2 fixed1

minyoungkim21 commented 5 years ago

Pure synthesis (at iter 300K)

1) MuMo-VAE model

synth_pure_300000

2) Vanilla-VAE

synth_300000

3) MMPOE-VAE v1

synth_pure_300000

4) MMPOE-VAE v2

synth_pure_300000

5) WG-VAE v1 model

synth_pure_300000

6) WG-VAE v2 model

synth_pure_300000

minyoungkim21 commented 5 years ago

Cross-modal synthesis (at iter 300K)

1) MuMo-VAE model

I->T

synth_cross_modal_I2T_300000

T->I

synth_cross_modal_T2I_300000

2) Vanilla-VAE N/A

3) MMPOE-VAE v1 model

I->T

synth_cross_modal_I2T_300000

T->I

synth_cross_modal_T2I_300000

4) MMPOE-VAE v2 model

I->T

synth_cross_modal_I2T_300000

T->I

synth_cross_modal_T2I_300000

5) WG-VAE v1 model

I->T

synth_cross_modal_I2T_300000

T->I

synth_cross_modal_T2I_300000

6) WG-VAE v2 model

I->T

synth_cross_modal_I2T_300000

T->I

synth_cross_modal_T2I_300000