Eunhwan Park's Projects
This repo contains a simple source code for advanced neural machine translation based on sequence-to-sequence.
Transformers for Classification, NER, QA, Language Modelling, Language Generation, Multi-Modal, and Conversational AI
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
Sequential Neural Processes
Code for using and evaluating SpanBERT.
Provides spring-security-oauth2 & Boot 2 integration (i.e. autoconfig)
Pytorch implementation for "Progressive Video Summarization via Multimodal Self-supervised Learning"
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0็ๅ
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Part-of-speech tagger implemented using a feedforward network in TensorFlow
TensorFlow Tutorials with YouTube Videos
all kinds of text classification models and more with deep learning
Graph Convolutional Networks for Text Classification. AAAI 2019
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Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"
Implementation of Basic Conversational Agent(a.k.a Chatbot) using PyTorch Transformer Module
PyTorch Transformer Tutorial
Text to Image Latent Diffusion using a Transformer core
๐ค Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
This repository is implemented for our EMNLP2021 paperโโTransPrompt framework
Implementation of the paper Tree Transformer