Kumar Shridhar (kumar-shridhar)

kumar-shridhar

Geek Repo

Company:ETH Zürich

Location:Zürich, Switzerland

Home Page:https://kumar-shridhar.github.io/

Twitter:@JupyterAI

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Kumar Shridhar's repositories

PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

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Master-Thesis-BayesianCNN

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

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Know-Your-Intent

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

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LongtoNotes

LongtoNotes: OntoNotes with Longer Coreference Chains

CV

My Curriculum vitae (CV)

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GMM-vs-K-Means

Gausian Mixture Models vs K-Means

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Online-Toxicity-Detection

APOLLO-1: Online Toxicity Detection

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Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

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implicit-variational-inference

The collection of recent papers about variational inference

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Very-Deep-Learning-NLP

NLP exercise for Very Deep Learning Lecture at TU Kl

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academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

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arch_uncert

Code for "Variational Depth Search in ResNets" (https://arxiv.org/abs/2002.02797)

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BayesianNeuralNetwork

a repo sharing Bayesian Neural Network recent papers

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BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

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cvpr_clvision_challenge

CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!

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JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

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litbank-1

Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.

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ML-II-Exercise

Solutions for ML II Exercise TU Kaiserslautern

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MLQA

New dataset

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Portfolio

Portfolio Repository

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pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

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Sentence-VAE

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

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spanningtrees

Code Repository for "Please Mind the Root: Decoding Arborescences for Dependency Parsing" and "On Finding the K-best Non-projective Dependency Trees"

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SVAMP

NAACL 2021: Are NLP Models really able to Solve Simple Math Word Problems?

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Utils

Some basic needed utilities

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