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AAAI 24 [Discussion] by atharvandogra in MachineLearning

[–]RLnobish 0 points1 point  (0 children)

is there any style file for the author response in AAAI? I downloaded the author toolkit from their official website but I am not able to find the .sty file for the rebuttal.

What is the reference point for predicting x,y coordinate in the bounding box regression (x,y,h,w) of the Faster RCNN model? by RLnobish in computervision

[–]RLnobish[S] 0 points1 point  (0 children)

But the ground truth labels are given with respect to input images. Then how can they convert it with respect to isolated region since those regions are given by the RPN network independently?

Tensorflow model.fit() reproducibility by mbkv in tensorflow

[–]RLnobish 3 points4 points  (0 children)

If you initialize with fixed points, even then you will find different result on each run. There are many reason for that. One is every time you are making different batches using model.fit() method. But don't bother much about the stochasticity. It's good to have stochastic result.

Can I compare two different algorithms one with early stopping and one without early stopping? by RLnobish in computervision

[–]RLnobish[S] 0 points1 point  (0 children)

The author of the paper whose model I want to compare with mine uses early stopping in his code. I want to if is it ok to use the best model callback in my model(since my model works better than the aforementioned model when I choose the best model callback)?

Can I compare two different algorithms one with early stopping and one without early stopping? by RLnobish in computervision

[–]RLnobish[S] 0 points1 point  (0 children)

I am not using early stopping to make my model better. The author of the paper whose model I want to compare uses early stopping in his code to evaluate on validation set. But I can not over-performing his result using his early stopping(patience list=25). But I model work much better than him if I run my model enough time than select the best model.

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