Deep Learning Course Assignment on Image Captioning and Machine Translation using LSTMs

古诗生成模型，基于Transformer/Chinese poetry geneation, based on transformer.

The project aims to utilize pre-trained Large Language Models (LLMs) for text summarization through diverse fine-tuning techniques. Comparative analysis with baseline RNN/LSTM language models is undertaken, utilizing established metrics such as Rouge score and BLEU.

Pytorch implementation of image captioning using transformer-based model.

An EncoderTransformer Architecture developed from scratch using pytorch's neural network module as the base class. The developed model used for sentiment analysis and time series prediction tasks.

3D Hybrid GAN using Cross attention, attention and convolution implemented in, C and python

Magic The GPT - GPT inspired model to generate Magic the Gathering cards

PyTorch implementation of the original transformer, from scratch

# 自然语言处理 IMDB 情感分析数据集任务

An encoder-transformer architecture-based framework for multi-variate time series prediction with a prognostics use case.

A transformer-based model for automatic Image Captioning

A research project in vision-based deep reinforcement learning centered on transfer learning, unsupervised representation learning, and applying attention mechanisms to interpret memories.

pytorch Implementation of deep learning models

Public repo for the paper: "COSMic: A Coherence-Aware Generation Metric for Image Descriptions" by Mert İnan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani

natural language processing with pytorch based on transformer model

Pronunciation correction in vector quantized PPG representation space

A Transformer Implementation that is easy to understand and customizable.

✨ Solve multi_dimensional multiple knapsack problem using state_of_the_art Reinforcement Learning Algorithms and transformers

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch

Pytorch implementation of image captioning using transformer-based model.