nv-tlabs/LION

Issues

• Initialization of latent points as target points

  #67 opened 2 months ago by dqj5182
  1

• Fine-tune with a new object point cloud dataset

  #68 opened 3 months ago by noahcao
  5

• Not running for "all55" version on "interpolate_posterior.sh"

  #66 opened 4 months ago by dqj5182
  4

• Specific details regarding DDIM sampling

  #65 opened 4 months ago by dqj5182
  1

• Why there are some grammar errors in the code？

  #64 opened 3 months ago by Philcalab
  4

• available all-categories checkpoints?

  #62 opened 3 months ago by noahcao
  4

• Evaluationg other dataset

  #63 opened 5 months ago by watashihageteru
  4

• Visualization

  #27 opened a year ago by zhang-yunfan
  3

• training porblem?

  #58 opened 7 months ago by Wanghc233
  6

• RuntimeError: Error building extension 'emd_ext'

  #45 opened a year ago by OswaldoBornemann
  5

• typo or ?

  #61 opened 5 months ago by OswaldoBornemann
  1

• Where is the definition of the class_embedding function?

  #60 opened 5 months ago by OswaldoBornemann
  2

• python build_pkg.py failed

  #19 opened a year ago by gemyerst
  15

• RuntimeError: Error building extension '_pvcnn_backend'

  #46 opened 10 months ago by OswaldoBornemann
  1

• DAE vs VAE examples of understanding h_0 and z_0

  #59 opened 6 months ago by albertotono
  1

• Code for visualizing meshes in the paper

  #57 opened 7 months ago by zhenwangwz
  1

• Checkpoints

  #55 opened 7 months ago by ardianumam
  3

• Trained checkpoints for all object classes.

  #56 opened 7 months ago by yzhq97
  2

• Question about Diffuse-Denoise

  #49 opened 8 months ago by Dekai21
  3

• The VAE training loss is very high at the early stage of training.

  #53 opened 9 months ago by OswaldoBornemann
  4

• Why the reconstruction is so similar to the ground truth even in the early training stage in VAE?

  #52 opened 9 months ago by OswaldoBornemann
  5

• Training to Generate Point Cloud with More Features

  #48 opened a year ago by djFatNerd
  11

• Conditioning on Category

  #54 opened 10 months ago by thauptmann
  1

• assert(context.shape[1] == self.num_points*self.context_dim) shapes don't match

  #51 opened 10 months ago by kg571852741
  2

• Can LION support various number of point instead of freezing the number to 2048

  #50 opened 10 months ago by OswaldoBornemann
  2

• NaN loss while training stage 1 VAE

  #47 opened a year ago by supriya-gdptl
  1

• Train Prior With CLIP problem

  #44 opened a year ago by yufeng9819
  1

• Issue during training VAE

  #31 opened a year ago by albertotono
  4

• VAE visulazation problem

  #43 opened a year ago by yufeng9819
  9

• VAE Training Time

  #42 opened a year ago by yufeng9819
  2

• MM-CD plot while training VAE

  #41 opened a year ago by kakou34
  2

• Can we directly sample the latent space of VAE and get a reasonable generation result if we finish training the VAEs？

  #40 opened a year ago by hitsz-zuoqi
  1

• Many-class 3D shape Generation Model

  #35 opened a year ago by yuanzhen2020
  3

• Multiple GPU usage problem

  #32 opened a year ago by kakou34
  6

• AttributeError: 'Trainer' object has no attribute 'load_vae'

  #28 opened a year ago by fradino
  4

• training VAE

  #23 opened a year ago by MariemOualha
  4

• Details of ShapeNet-vol evaluation

  #20 opened a year ago by jatentaki
  1

• Multi GPU Training Problem

  #38 opened a year ago by yufeng9819
  2

• Question about SVR

  #37 opened a year ago by yufeng9819
  4

• How can I use clip-related features ?

  #36 opened a year ago by tky5622
  2

• TypeError: expected Tensor as element 0 in argument 0, but got int

  #34 opened a year ago by OswaldoBornemann
  3

• SAP reconstruction results

  #33 opened a year ago by XLechter
  2

• Per-category reference data for ShapeNet-vol evaluation in Table. 3

  #30 opened a year ago by Kitsunetic
  2

• How do I know when to stop Stage 2 training?

  #29 opened a year ago by yjcaimeow
  3

• Testing on other categories

  #26 opened a year ago by kakou34
  1

• cfg.yml for train diffusion prior

  #21 opened a year ago by yjcaimeow
  5

• Per-category evaluation result of resampled pointcloud from fine-tuned SAP

  #25 opened a year ago by Kitsunetic
  1

• Did you tried to generating point with normal?

  #24 opened a year ago by Kitsunetic
  1

• NAN Loss

  #22 opened a year ago by fradino
  1

• Determine vae model convergence

  #18 opened a year ago by Anonnoname
  5