Wasim Javed

Hi Janis, Thanks for your reply. So, due to the nature of my study, a 'true label' is not generally available. For training purpose, I tried with a set of...

Hi Janis, No no, I am really grateful for your help and that you made time for me during holidays. I am running this model now and I can see...

Hi Janis, Sorry to bother you again. When you advised to include some Conv1D layers in the blocks, did you mean a general tf.keras Conv1D, as in tf.keras.layers.Conv1D(filters=Fout, kernel_size=3, padding='same',...

Hi Janis, My map size is (1000, 49152). Two sets of data (noisy data and true data). I have tried with kernel sizes 3, 9 etc. I get reasonable reconstruction...

Hi Janis, I can understand and I do apologise for bothering you in your busy schedule. I tried various permutations and combinations. Here is my architecture (attached), other than the...

Hi Janis, I completely understand. I haven’t been able to resolve the issue. Please have a look at the code attached at your convenience. I was wondering if you would...

@mehtamansi29 Thanks for your suggestion. Healpix by design is a 1D array of pixels. Each pixel can carry some value to provide a global localised representation of some data (atmospheric...

I can understand. This is a domain specific issue. Specially in astronomy and astrophysics. Various kinds of cosmological data that heavily requires to preserve sky orientations, positions etc along with...