Ameya Prabhu's repositories

GDumb

Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various settings, datasets and architectures.

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Deep-Expander-Networks

Implementation of our ECCV '18 paper " Deep Expander Networks: Efficient Deep Networks from Graph Theory".

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Sub-word-LSTM

Codes for the paper "Towards Sub-Word Level Compositions for Sentiment Analysis of Hi-En Code Mixed Text "

BudgetCL

Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?

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Sampling-Bias-Active-Learning

Code for the paper "Sampling Bias in Deep Active Classification: An Empirical Study"

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ACM

Codebase for adaptive continual memory

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Linux-Installation-Scripts

These are the files I installed while installing Linux

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drimpossible.github.io

My academic website

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icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

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cassle

Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)

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Awesome-Incremental-Learning

Awesome Incremental Learning

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CygnusX1

A multithreaded tool for searching and downloading images from popular search engines. It is straightforward to set up and run!

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dataset-cleaner

Notebook with the necessary instructions and code to clean your computer vision dataset

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fakerecog

Code for our submission to the deepfake detection challenge

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GAN_Compression

GAN Compression Development Repo

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GS-Quantify-2016--Team-Category-Killers

Codes written for the GS Quantify 2016 for Hackerrank

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imagenet-testbed

ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."

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incremental_learning.pytorch

A collection of incremental learning paper implementations.

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inverse-scaling-eval-pipeline

Basic pipeline for running different sized GPT models and plotting the results

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KNN

KNN Utilies

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MS-Thesis

My MS Thesis Source Code

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Unsupervised-Classification

SCAN: Learning to Classify Images without Labels (ECCV 2020)

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utils.pytorch

Adapted from eladhoffer's utils.pytorch

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