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Vandana Malayil (a.k.a Vandana Rajan)'s Projects

innvestigate icon innvestigate

A toolbox to iNNvestigate neural networks' predictions!

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-self-attention icon keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

keras-sincnet icon keras-sincnet

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

mfas icon mfas

Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"

mfn icon mfn

Code for Memory Fusion Network, AAAI 2018

mmgnn_textvqa icon mmgnn_textvqa

A Pytorch implementation of CVPR 2020 paper: Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

mmvae icon mmvae

Multimodal Mixture-of-Experts VAE

mtag icon mtag

Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences

opensmile icon opensmile

A github repo of the openSMILE feature extraction tool.

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

soundlime icon soundlime

Code for the ISMIR 2017 paper - "Local Interpretable Model-Agnostic Explanations for Music Content Analysis"

temporal-binding-network icon temporal-binding-network

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

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