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Learn, unlearn and relearn.
:octocat:
Learn, unlearn and relearn.

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sayakpaul/README.md

My name is Sayak Paul! 👾

  • 🔭 I’m currently working at PyImageSearch on computer vision and deep learning.
  • 🌱 I’m interested in the area of self-supervised representation learning.
  • 👯 I’m always open to meaningful collaborations.
  • 😄 Pronouns: He/His.
  • Fun fact: I love watching crime and action thrillers (The Silence of the Lambs being an all-time favorite one).
  • 🙃 Recepient of the Google Open Source Peer Bonus Award.
  • 📫 More details - sayak.dev.

Following are some of my favorite repositories that I have contributed to and/or contribute to.

Pinned

  1. Contains code for the paper "Vision Transformers are Robust Learners".

    Jupyter Notebook 52 6

  2. Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

    Jupyter Notebook 32 2

  3. Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

    Jupyter Notebook 59 6

  4. This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

    Jupyter Notebook 106 15

  5. A background stylizer chaining 2 ML models: segmentation & style transfer.

    Kotlin 46 5

  6. Contains materials for workshops pertaining to adversarial robustness in deep learning.

    Jupyter Notebook 71 33

Contribution activity

July 2021

Created 2 repositories

Created a pull request in keras-team/keras-io that received 14 comments

Adding an example on Conditional GANs

This example demonstrates the workflow of a basic yet powerful Conditional GAN. This is an important element for a majority of image generation arc…

+1,239 −0 14 comments
Opened 7 other pull requests in 4 repositories
deep-diver/image_search_with_natural_language
3 merged
keras-team/keras-io
1 open 1 merged
sidgan/ETCI-2021-Competition-on-Flood-Detection
1 merged
lucasb-eyer/pydensecrf
1 open
Reviewed 10 pull requests in 6 repositories
AdityaKane2001/regnety 3 pull requests
keras-team/keras-io 2 pull requests
vasudevgupta7/gsoc-wav2vec2 2 pull requests
sayakpaul/Knowledge-Distillation-in-Keras 1 pull request
tensorflow/tfhub.dev 1 pull request
deep-diver/image_search_with_natural_language 1 pull request

Created an issue in AdityaKane2001/regnety that received 8 comments

Regarding the training script

@AdityaKane2001 I looked into the script you had shared in the call. Here are some points: Let's use two accuracies - top-1 accuracy and top-5 acc…

8 comments
Started 2 discussions in 1 repository
17 contributions in private repositories Jul 1 – Jul 24

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