Sidd Karamcheti
Sidd Karamcheti
deep-nlp
Tensorflow Tutorial files and Implementations of various Deep NLP and CV Models.
entity-network
Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.
multiclass_perceptron
An open implementation of the multi-class perceptron machine learning algorithm for classification. Built and optimized in Python.
npi
Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow
relation-network
Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.
vqa-outliers
Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering."
voltron-evaluation
Voltron Evaluation: Diverse Evaluation Tasks for Robotic Representation Learning
voltron-robotics
Voltron: Language-Driven Representation Learning for Robotics