shamanez

DAM

mergekit

Tools for merging pretrained large language models.

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

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.

IMU-PLOS_LSTM

Using LSTM networks to train IMU data by PLOS - This is custom LSTM-RNN .

Self-Supervised-Embedding-Fusion-Transformer

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

SummarizeMe-Digital-Journal

Weakly-supervised BART-based autobiographical text summarization model.

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

This repository has used AI2THOR CVPR data set.

Variational-Discriminator-Bottleneck-Tensorflow-Implementation

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

VUSFA-Variational-Universal-Successor-Features-Approximator

This repository contains implementations of the paper VUSFA

shamanez/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

shamanez/Self-Supervised-Embedding-Fusion-Transformer

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

shamanez/VUSFA-Variational-Universal-Successor-Features-Approximator

This repository contains implementations of the paper VUSFA

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

Added the LSTM node prior to the policy and the USF apprximation

shamanez/MAIA-Data-Processing

This repository has all the multimodal data processing scripts

shamanez/SummarizeMe-Digital-Journal

Weakly-supervised BART-based autobiographical text summarization model.

shamanez/Bart_T5-summarization

Summarization Task using Bart and T5 models.

shamanez/CMU-MultimodalSDK

CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.

shamanez/cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

shamanez/CorrFlow

Self-supervised Learning for Video Correspondence Flow (BMVC 2019)

shamanez/distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

shamanez/Domain-Specific-IR

Information retrieval improved by a lot over the last year specially with pretrained language models. But the main bottleneck is scarcity of domain specific QA pairs.

shamanez/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

shamanez/gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

shamanez/how2-dataset

This repository contains code and metadata of How2 dataset

shamanez/lecture-summarizer

Lecture summarization with BERT

shamanez/mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

shamanez/mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

shamanez/multiprocessing-tutorials

shamanez/One-Shot-Learing-with-Center-Loss

This is a modified version of the Open-face implementation that can be used with custom data sets.

shamanez/portfolio

This repository contains the details about my project and things happening in my life.

shamanez/pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

shamanez/qa-dataset-converter

Code from the paper "What do Models Learn from Question Answering Datasets?" (EMNLP 2020)

shamanez/reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

shamanez/scitldr

shamanez/SlowFast

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

shamanez/UDA_pytorch

UDA(Unsupervised Data Augmentation) implemented by pytorch

shamanez/VAE_gumble_softmax

pytorch implementation of VAE-Gumble-Softmax

shamanez/video-clip-order-prediction

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

shamanez/vilbert_beta