vsitzmann/siren

Issues

• Could you provide the ground truth mesh of thai statue and the interior room instead of the .xyz file for better evaluation?

  #65 opened 4 months ago by iszihan
  0

• Question about first layer

  #49 opened 3 years ago by Luciennnnnnn
  10

• Does SIREN only work well with over parameterised network?

  #31 opened 4 years ago by MengZephyr
  2

• nn.Embedding layer initialization

  #63 opened a year ago by ivanstepanovftw
  0

• Typos in the class initialization

  #61 opened a year ago by ivanstepanovftw
  0

• Making trainable parameter instead of constant 30?

  #62 opened a year ago by ivanstepanovftw
  2

• could use SIREN for 3D point clouds tasks?

  #60 opened 2 years ago by XiaoyanQian
  0

• Implementation of w0

  #57 opened 2 years ago by bell-one
  1

• LOL

  #56 opened 2 years ago by nortonBryan
  0

• Finding the proper frequency multiplier

  #52 opened 3 years ago by FabricioArendTorres
  3

• [Inconsistency with paper] I reproduced audio signal by RELU + MLP.

  #50 opened 3 years ago by sh-lee-prml
  1

• Question about the lemma 1.6 and code implementation

  #10 opened 5 years ago by fishfishson
  1

• fwi throws out of memory error on a 32gb GPU; paper mentions 24gb GPU.

  #29 opened 4 years ago by kkothari93
  3

• Reproducibility of SDF

  #47 opened 4 years ago by ZhengdiYu
  3

• Inconsistent written formula and implementation

  #55 opened 3 years ago by hieu325
  0

• Class Siren foward coords requires grad?

  #54 opened 3 years ago by hpicsk
  0

• How SIREN works?

  #53 opened 3 years ago by hihunjin
  0

• model.cuda() and self.model.load_state_dict(torch.load(opt.checkpoint_path)) are very slow

  #44 opened 3 years ago by Philipflyg
  2

• about representing shpe with SDF (points and normals)

  #51 opened 3 years ago by noushinha
  0

• SIREN memory requirements

  #20 opened 4 years ago by pennywise86hw
  4

• Do we need to fit a network for every image?

  #45 opened 4 years ago by cwchenwang
  0

• some about first_layer_sine_init

  #43 opened 4 years ago by lingtengqiu
  1

• Issues with training on audio (not a bug with this repo)

  #46 opened 4 years ago by lostmsu
  5

• can SIREN methods be used into the RNN or LSTM architecture?

  #28 opened 4 years ago by jinxinglu
  1

• Training videos. Missing test_video.py?

  #42 opened 4 years ago by RKelln
  0

• FC layers for VGG?

  #41 opened 4 years ago by gabewb
  0

• an accessible colab with some extra features

  #39 opened 4 years ago by eyaler
  0

• Question about the loss on SDF

  #14 opened 4 years ago by XLechter
  1

• tensorflow implementation

  #37 opened 4 years ago by rlittman16
  0

• How to run "Image Fitting" on GPU with low memory ~ 4GB?

  #16 opened 4 years ago by zohaibmohammad
  6

• Missing script argument in example

  #27 opened 4 years ago by krikru
  1

• Question on Learning a Space of Implicit Functions

  #30 opened 4 years ago by AmitMY
  1

• Visualize results

  #36 opened 4 years ago by smithee77
  0

• Runtime error in "train_poisson_gradcomp_img.py"

  #35 opened 4 years ago by smithee77
  0

• Runtime error in experiment "train_poisson_gradcomp_img.py"

  #33 opened 4 years ago by smithee77
  0

• Runtime error in experiment poisson_gradcomp

  #34 opened 4 years ago by smithee77
  0

• environment missing skvideo

  #32 opened 4 years ago by AmitMY
  0

• typo in proof of lemma 1.6

  #26 opened 4 years ago by juntang-zhuang
  0

• SDF training time

  #25 opened 4 years ago by Skorkmaz88
  1

• Choosing omega_0

  #24 opened 4 years ago by varun19299
  0

• dealing with non square images

  #22 opened 4 years ago by yaseryacoob
  2

• Misunderstanding usage of Implicit2DWrapper

  #23 opened 4 years ago by franec94
  0

• Why are the image values multiplied by 1e1 when calculating the gradient

  #21 opened 4 years ago by wang-ps
  0

• SIREN not converge

  #19 opened 4 years ago by zhangmozhe
  1

• Can we use Siren for Image restoration tasks?

  #18 opened 4 years ago by bluesky314
  0

• a bug maybe with sine_init.

  #17 opened 4 years ago by kingstarcraft
  1

• HyperNetwork (CNN+SIREN) on larger images?

  #15 opened 4 years ago by trougnouf
  2

• allows to take derivative w.r.t. input

  #12 opened 5 years ago by pragmascript
  1

• Computing gradient without autograd

  #13 opened 5 years ago by jankrepl
  1

• test_sdf is crashing

  #11 opened 5 years ago by OshriHalimi
  3