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prantikhowlader's Projects

acol icon acol

Adversarial Complementary Learning for Weakly Supervised Object Localization

bilinear-cnn icon bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

blinear-cnn-faster icon blinear-cnn-faster

A Faster PyTorch implementation of bilinear CNN for fine-grained image recognition

confusion icon confusion

Code for the ECCV 2018 paper "Pairwise Confusion for Fine-Grained Visual Classification"

d2l-pytorch icon d2l-pytorch

This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.

learntopayattention icon learntopayattention

PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)

lfw_siamese_pytorch icon lfw_siamese_pytorch

This project uses the ​Labeled Faces in the Wild​ (LFW) dataset​, and the goal is to train variants of deep architectures to learn when a pair of images of faces is the same ​person​ or not. It is a pytorch implementation of Siamese network with 19 layers.

math51 icon math51

Collection of my assignments and work in the class MATH51 at Stanford

multi-level-vae icon multi-level-vae

This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), which was accepted at AAAI-18.

nuclei-segmentation icon nuclei-segmentation

PyTorch implementation of U-Net image segmentation for Kaggle Data Science Bowl 2018 competition

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

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