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Linh T. Duong's Projects

bonito icon bonito

A PyTorch Basecaller for Oxford Nanopore Reads

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

camisim icon camisim

CAMISIM: Simulating metagenomes and microbial communities

capsgnn icon capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsnet-1 icon capsnet-1

CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.

capsnet-for-keras icon capsnet-for-keras

Implementation of capsule networks layers in keras, as described in Hinton's paper

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsnet-tensorflow-1 icon capsnet-tensorflow-1

With reconstruct, capsule representation, adversarial experiments. Implementation of NIPS2017 paper "Dynamic Routing Between Capsules" in tensorflow.

capsule-gan icon capsule-gan

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

capsule-net-pytorch icon capsule-net-pytorch

[OUTDATED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks icon capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks-2 icon capsule-networks-2

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

capsule_net_pytorch icon capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

capsulesem icon capsulesem

A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)

care-gnn icon care-gnn

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

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