Viewing profile — iamaaditya

One usage case that I saw myself is when a vehicle is parked such that it will require the other vehicle to go slighty over the curb, in this case the curb is flat so I assuming th…

In machine learning (especially deep learning or neural networks), the 'training' is done by using Stochastic Gradient Descent. These gradients are computed using Backpropagation. …

Love the UI and the simple design. All the best with the product!

I believe there is some form of memory bias or bias in reporting by the media. If you look at the record books, you will find that most records are held by Sherpas. For example, mo…

Graham's Number, as in 3 ↑↑ 3, is named after Ron Graham. [1] https://plus.maths.org/content/too-big-write-not-too-big-gra... [2] https://en.wikipedia.org/wiki/Graham%27s_number?ol…

[The Matrix Calculus You Need For Deep Learning]( https://arxiv.org/pdf/1802.01528.pdf )

One simple way to minimize impact of these attacks is our work called Pixel Deflection (CVPR 2018 Spotlight). Here is a short (4 min) video introduction to the idea https://youtu.b…

Paper: https://arxiv.org/abs/1801.08926 Code: https://github.com/iamaaditya/pixel-deflection

Technically it was heat but mostly it was due to (i) Economics, there was less demand for faster clock speed. Otherwise more research could have gone towards solving heat problem. …

Recently, I have seen O1 being given pretty generously. Couple of people who I know who completed PhDs from mediocre University and less than 10 papers in total have all gotten the…

If it would be sufficient to have high PSNR only in the 'regions of interest', then you could use something like this [1], which uses a CNN model to predict a map, and a multiple J…

Here is my work, where I do use semantic information to achieve compression (rather improve JPEG). This is not an end to end compression like Google's work, but just incorporating …

This library does not bundle Intel MKL. It is a prerequisite.

https://support.microsoft.com/en-us/kb/3053711 (from the link) Resolution To resolve the issue, do not create a user account contains the string "user" on the computer.

This reminds me of ensemble. Most machine learning techniques benefit in accuracy and precision by ensembling different methods. More different the methods are (variance) better im…

hi syllogism Right now everyone doing this is highly focussed on the competition and trying to beat the numbers. For that purpose certainly they would want to stick to predicting T…

1. Model Q+I [1] Q+I+C [1] ATT 1000 ATT Full ACC. 0.2678 0.2939 0.4838 0.4651 Where ATT Full represents using all the words in the vocabulary, as you can see it performs worse than…

So, I experimented with Skip-thought vectors (as question), to embody the the semantic knowledge about the question but that performed poorly, I mean very poorly. Tbh, I was surpri…

Even though this is "Question Answering", it is trained as a classification model. Thus the model will try to come up with one of the top "1000" answers it has seen during the trai…

Hi Harperlee I ran the question you asked -- "Are they playing tennis?" and following is the result 99.93 % yes 00.05 % no 000.0 % right 000.0 % left 000.0 % black and white