AI 3D Generation, explained
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- čas přidán 2. 11. 2023
- 3D generation (text-to-3D, single-image to 3D) has significantly progressed this year. This video tries to summarize several ideas behind this technology and recent trends.
The papers discussed in the video:
• DreamFusion dreamfusion3d.github.io/
• Magic3D research.nvidia.com/labs/dir/...
• Fantasia3D fantasia3d.github.io/
• DreamGaussian dreamgaussian.github.io/
• RealFusion lukemelas.github.io/realfusion/
• NeRDi arxiv.org/abs/2212.03267
• NeuralLift-360 vita-group.github.io/NeuralLi...
• NFSD orenkatzir.github.io/nfsd/
• ProlificDreamer ml.cs.tsinghua.edu.cn/prolifi...
• Zero-1-to-3 zero123.cs.columbia.edu/
• Magic123 guochengqian.github.io/projec...
• DreamCraft3D mrtornado24.github.io/DreamCr...
• SyncedDreamer liuyuan-pal.github.io/SyncDre...
• MVDreamer mv-dream.github.io/
• Consistent-1-to-3 jianglongye.com/consistent123/
• Zero123++ arxiv.org/abs/2310.15110
• Wonder3D www.xxlong.site/Wonder3D/
• SweetDreamer sweetdreamer3d.github.io/
• LRM scalei3d.github.io/LRM/
• Instant3D instant-3d.github.io/
• DMV3D openreview.net/forum?id=H4yQe... - Věda a technologie
Thanks for your efforts in summarizing the advance along this topic!!! It is also quite amazing to see such rapid development in one year :)
Yes, the field is progressing so fast! Can't wait to see what's next!
Great video. I've been following the text/image - to - 3D field for a while now, and still learned something
Very happy to hear that you like it! It's indeed super hard to keep up with such a rapidly progressing field!
Great video with well-illustrated motivation and background knowledge!
(Wow, I am the 1000th subscriber!😁
Thanks a lot! And thanks so much for subscribing. More fun videos to come!
This was great! Thank you for your effort in making this video!
Glad you like it!
You are a god of presenting things in such a concise and intuitive way! Thank you very much, Professor! It really, really helps.
Thanks so much!
Great introduction and explanation!
Glad you enjoyed it! Thank you!
Great explanation. Thank you.
Glad it was helpful!
Great!! Appreciate your research!!
Thanks for your kind words!
Great explanation
Thank you so much!!
great content! keep it coming🎉🎉🎉
Will do! Thanks for the encouragement!
Really great video! I am a beginner in this field and aspire to become a computer vision researcher. Could you please create a video or suggest a learning path for me to start in this field? I am quite confused by the many cross-domain topics in this area. Thank you very much!
Thank you!
For computer vision basics, I highly recommend the First Principles of Computer Vision
by Prof. Shree Nayar. fpcv.cs.columbia.edu/
For diffusion models basics, check out my new video here: czcams.com/video/i2qSxMVeVLI/video.html
great video
Glad you enjoyed it
Is it possible to download it somewhere?
Do you mean this video? or the 3D generation software?
Is this voice the professor himself ?
Yup, it’s me!