Vandana Malayil (a.k.a Vandana Rajan)'s Projects
Human Detection in images using HoG + SVM and 3D shape extraction using fringe projection
A toolbox to iNNvestigate neural networks' predictions!
Keras implementations of Generative Adversarial Networks.
Attention mechanism for processing sequential data that considers the context for each timestamp.
Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)
Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"
Code for Memory Fusion Network, AAAI 2018
Resources to prepare for an ML interview
A Pytorch implementation of CVPR 2020 paper: Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text
Multimodal Mixture-of-Experts VAE
Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences
This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.
[ACL'19] [PyTorch] Multimodal Transformer
List of papers and resources for multimodal transformers
Latest interesting papers in Multimodal Learning
A github repo of the openSMILE feature extraction tool.
Model summary in PyTorch similar to `model.summary()` in Keras
Object detection in images, and tracking across video frames
PyTorch implementation of SENet
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Code for the ISMIR 2017 paper - "Local Interpretable Model-Agnostic Explanations for Music Content Analysis"
Adversarial Auto-encoders for Speech Based Emotion Recogntion
A PyTorch Implementation of SphereFace.
Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch