siren
siren copied to clipboard
vsitzmann
Official implementation of "Implicit Neural Representations with Periodic Activation Functions"
Hi, I have counted a problem in my reading. As you stated in appendix 1, for input drawn uniformly at random in the interval [-1, 1], pushing this input through...
Hello, I spent one week on testing siren and try to introduce it to my system. In my knowledge, the Relu network at least is able to come out a...
I have a questions regarding `nn.Embedding` layer. It is a layer that mimics `F.one_hot + nn.Linear(..., bias=False)` and implemented as a lookup table, a magnitude faster than one hot +...
Hello @vsitzmann, ```py class Sine(nn.Module): def __init(self): super().__init__() ``` should be ```py class Sine(nn.Module): def __init__(self): super(Sine).__init__(self) ``` Diff: ```diff class Sine(nn.Module): - def __init(self): + def __init__(self): - super().__init__()...
# Patching CVE-2007-4559 Hi, we are security researchers from the Advanced Research Center at [Trellix](https://www.trellix.com). We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a...
Hi friends, could we use SIREN for 3D point cloud tasks? I have not found this kind of code in this repo. Any ideas?
Hi, how do you usually initialize the frequency of the network (leaving aside the magic number 30)? As it is very much problem-dependent, I'm wondering if it is currently just...
To compare SIREN layer with RELU +MLP, we implement two models. 1. audio signal (B, T, 1) --> Linear(B, T, 128) +RELU --> Linear(B, T, 128) +RELU --> Linear(B, T,...
Hi. In your paper the lemma 1.6 is talking about the distribution of X and Y=sin(pi/2*X). We have known that the output of linear layer is in normal distribution if...
