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I Learn to Diffuse, or Data Alchemy 101: a Mnemonic Manifesto
https://arxiv.org/pdf/2208.03998
Ethan Smith
May 12, 20241 min read
162 views
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Traversing through CLIP Space, PCA and Latent Directions
https://sweet-hall-e72.notion.site/Traversing-through-CLIP-Space-PCA-and-Latent-Directions-b898932e13684d58957405b4a2747a79
Ethan Smith
May 6, 20241 min read
1,703 views
0 comments

LoraNorm
https://sweet-hall-e72.notion.site/LoraNorm-91f5927c7c3a48f9beeec7c2910c82ad?pvs=4
Ethan Smith
Apr 14, 20241 min read
91 views
0 comments

2 UNet Classifier Free Guidance
https://sweet-hall-e72.notion.site/2-UNet-Classifier-Free-Guidance-e2eb8833d01e4e77869a2eff4631ebbc?pvs=4
Ethan Smith
Apr 14, 20241 min read
55 views
0 comments


SGDImagePrompt and QuickEmbedding
https://sweet-hall-e72.notion.site/SGDImagePrompt-and-QuickEmbedding-502cf95e48ff4a4db44823e117b7f779?pvs=4
Ethan Smith
Apr 14, 20241 min read
17 views
0 comments


Learning Space Filling Curves with Autoencoders
https://sweet-hall-e72.notion.site/Learning-Space-Filling-Curves-with-Autoencoders-e39e41ce75894c3a8fecfee0f3bbfb23?pvs=4
Ethan Smith
Apr 14, 20241 min read
99 views
0 comments

Mimicking Diffusion Models by Sequencing Frequency Coefficients
https://sweet-hall-e72.notion.site/Mimicking-Diffusion-Models-by-Sequencing-Frequency-Coefficients-8e5a60e876d640c390369627d55330b1
Ethan Smith
Mar 13, 20241 min read
1,105 views
0 comments


ContrastiveDPO for Diffusion, Generalizing DPO to multiple items
https://sweet-hall-e72.notion.site/ContrastiveDPO-for-Diffusion-Generalizing-DPO-to-multiple-items-PART1-226b3746aa4d4ff9995d1e26b38a9674
Ethan Smith
Mar 8, 20241 min read
169 views
0 comments


Dipole Attention: Opposites May Be Deep Connections
Image from: https://twitter.com/toshi2fly/status/911306344376012800 Post: https://sweet-hall-e72.notion.site/Dipole-Attention-Opposites-M...
Ethan Smith
Mar 5, 20241 min read
515 views
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Speeding up Diffusion: Reviewing DiffusionGANs, Consistency Models, and Flow Models
https://sweet-hall-e72.notion.site/Speeding-up-Diffusion-Reviewing-DiffusionGANs-Consistency-Models-and-Flow-Models-80b985120b8f472094cdc...
Ethan Smith
Mar 4, 20241 min read
91 views
0 comments

Exploring Cross Attention maps in Diffusion Models
https://sweet-hall-e72.notion.site/Exploring-Cross-Attention-maps-in-Diffusion-Models-98a85f552fbe4e62887b896b756177f4?pvs=4
Ethan Smith
Feb 25, 20241 min read
129 views
0 comments


CLIP vs T5 as a text encoder for diffusion models
https://sweet-hall-e72.notion.site/CLIP-vs-T5-as-a-text-encoder-for-diffusion-models-df76bf09cacb425797640da86131267f?pvs=4
Ethan Smith
Feb 25, 20241 min read
182 views
0 comments


Response to the broken VAE claim
https://sweet-hall-e72.notion.site/Followup-to-the-broken-VAE-claim-f8e154081cc74b49b81172d4b84af4aa?pvs=4
Ethan Smith
Feb 23, 20241 min read
122 views
0 comments

ToDo: Token Downsampling for Efficient Generation of High-Resolution Images
On Notion!: https://www.notion.so/ToDo-Token-Downsampling-for-Efficient-Generation-of-High-Resolution-Images-b41be1ac8ddc46be8cd687e67dee...
Ethan Smith
Feb 23, 20241 min read
165 views
0 comments
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