Shamane Siri (@shamanez)
github

shamanez

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Top repositories

1

BERT-like-is-All-You-Need

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Python
111
star
2

Self-Supervised-Embedding-Fusion-Transformer

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
Python
106
star
3

IMU-PLOS_LSTM

Using LSTM networks to train IMU data by PLOS - This is custom LSTM-RNN .
Jupyter Notebook
13
star
4

VUSFA-Variational-Universal-Successor-Features-Approximator

This repository contains implementations of the paper VUSFA
Python
12
star
5

Variational-Discriminator-Bottleneck-Tensorflow-Implementation

Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow - Tensorlfow Implementation
Python
12
star
6

Target-Driven-Visual-Navigation-with-Distributed-PPO

This repository has used AI2THOR CVPR data set.
Python
11
star
7

GAIL-with-WGAN-loss-for-the-Discriminator

This is about imitation learning using PPO and WGAN-GP loss. This is heavily influenced by GAIL-PPO repository in following link - https://github.com/uidilr/gail_ppo_tf. My agent will get converged to perform his task around 3384 iterations.
Python
9
star
8

A3C-with-GAIL-

This is an implementation of A3C with GAIL for Target Driven Visual Navigation
Python
6
star
9

Target-Driven-Visual-Navigation-A3C-USF-LSTM

Added the LSTM node prior to the policy and the USF apprximation
Jupyter Notebook
5
star
10

MAIA-Data-Processing

This repository has all the multimodal data processing scripts
Python
4
star
11

Local_Faster_RCNN

This is well described repo for train the faster RCNN /SSD on a local machine
Python
3
star
12

SummarizeMe-Digital-Journal

Weakly-supervised BART-based autobiographical text summarization model.
Python
2
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13

Sensor_Data_Preprocess-

This is about how to write ardiuno readings in to a csv in desired manner .
Python
1
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14

Target-Driven-Viz-PPO

This repo is to merge A3C with PPO for Ai2thor - Uses ONLY PPO working
Python
1
star
15

sementic-search-with-PEFT

Semantic Search with PEFT and Transformers
Python
1
star