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Hi there!
I'm Diganta Misra, founder of a research group Landskape and Machine Learning Engineer at Weights & Biases. I'm also an incoming MSc in CS (Machine Learning specialization) at MILA, Montreal affiliated with UdeM and a Visiting Research Scholar at VITA, UT Austin. I mostly focus on Abstract Algebra, Computer Vision, Mean Field Theory, Continual Learning, Convex Optimization, Deep Learning Theory and Non-Linear Dynamics.
As an open-source and reproducibility enthusiast, I aim to make current research in deep learning more transparent, reproducible and accessible. Landskape is a non-profit research org that I founded to provide a platform to students and like-minded professionals to explore research ideas of common interests for understanding deep neural networks.
Running an organization as well as working on reproducibility comes with financial and compute requirements. With GitHub sponsors, it will allow me to continue with my efforts in this domain and also fund my research.
My current research interest is to make sparse models cool and also have large scale robust models. As of right now, I am working on theory of robustness in deep learning.
I also want to make a podcast where I interview less well-known authors whose works are leaving an imprint in various domains of deep learning and debunk their papers along with them from a theoretical, applied and reproducibility perspective.
3 sponsors have funded digantamisra98’s work.
Featured work
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digantamisra98/Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
Jupyter Notebook 1,291 -
digantamisra98/Echo
Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
Python 137 -
digantamisra98/EvoNorm
Unofficial PyTorch Implementation of EvoNorm
Python 121 -
digantamisra98/Reproducibilty-Challenge-ECANET
Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.
Python 32
0% towards $250 per month goal
Be the first to sponsor this goal!
$10 a month
Select- Aid my addiction for caffeine☕
- Support my buying frenzy of one pure math book a month to read 📘
$50 a month
Select- Pays most of my internet bill a month 📶
$100 a month
Select- Support the add-ons software licensing costs used for research at Landskape 👨💻
- Support storage costs on AWS/ GCP 💾
$350 a month
Select- Helps running one/ two ImageNet experiments on AWS 🧪
$1,500 a month
Select- Large scale hyper-parameter sweeps for ImageNet models on AWS/ GCP ☁️
- Large scale robustness stress testing of deep networks ⌛
$5,000 a month
SelectUmm, thanks, I guess 😅