Vandana Rajan's repositories
1D-Speech-Emotion-Recognition
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
Multimodal-Transformers
List of papers and resources for multimodal transformers
ABAW2020TNT
Submission to the Affective Behavior Analysis in-the-wild (ABAW) 2020 competition.
ARGF_multimodal_fusion
codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion
Class-balanced-loss-pytorch
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
ConflictNET
Implementation of ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation - IEEE Signal Processing Letters
DeepCCA
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.
DL-learning-sources
Blog posts and tutorials for learning the nuances of DL
dlupi-heteroscedastic-dropout
Deep Learning under Privileged Information Using Heteroscedastic Dropout (CVPR 2018, Official Repo)
Emotion-FAN
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
GNNPapers
Must-read papers on graph neural networks (GNN)
mfas
Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"
MFN
Code for Memory Fusion Network, AAAI 2018
ML_Interview_Prep_Resources
Resources to prepare for an ML interview
mmgnn_textvqa
A Pytorch implementation of CVPR 2020 paper: Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text
mmvae
Multimodal Mixture-of-Experts VAE
MTAG
Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences
MultiModalLearning_InterestingPapers
Latest interesting papers in Multimodal Learning
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
pytorch_objectdetecttrack
Object detection in images, and tracking across video frames
senet.pytorch
PyTorch implementation of SENet
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
tgn
TGN: Temporal Graph Networks