1242 Open source projects that are alternatives of or similar to ADL2019

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

Text Classification in Turkish Texts with Bert

A Pytorch implementation of Attention on Attention module (both self and guided variants), for Visual Question Answering

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

🔮 Answering multiple choice questions with Language Models.

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

Sentiment Analysis: Deep Bi-LSTM+attention model

Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow

implemented some computer vision problems

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Label data using HuggingFace's transformers and automatically get a prediction service

Augmented version of SQUAD 2.0 for Questions

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

A simple library that implements CLIP guided loss in PyTorch.

A list of data mining and machine learning papers that I implemented in 2019.

Adversarial Generation of Handwritten Text Images

Visual Dialog: Light-weight Transformer for Many Inputs (ECCV 2020)

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Attention mechanism

BERT for Chinese Couplet | BERT用于自动对对联

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

ELMO在QA问答，文本分类等NLP上面的应用

Classification of Urban Sound Audio Dataset using LSTM-based model.

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

BERT-BiLSTM-CRF的Keras版实现

Spectral Normalization and Projection Discriminator

CycleGAN based neural network architecture to change the gender of a person’s face

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

ECE 535 - Course Project, Deep Learning Framework

Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

TD-Regularized Actor-Critic Methods

First Prize in HackJaipur Hackathon 2020 for Best ElasticSearch-based Product! Website: http://coronaxiv2.surge.sh/#/

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

This repository contains demos I made with the Transformers library by HuggingFace.

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Deep Learning for Computer Vision (CommE 5052) in NTU

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

Deep Learning Transformer models in MATLAB

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

Trust Region Policy Optimization (TRPO) in pure TensorFlow

[EACL'21] Non-Autoregressive with Pretrained Language Model

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Deep learning image autoencoder that not depends on image resolution

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Simple GAN example using tensorflow JS core

Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).

PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

Thesis Latex Template for Nanyang Technological University (NTU)

Pytorch Implementation of GoEmotions 😍😢😱

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

Colorization of grayscale images using CycleGAN in TensorFlow.

No description or website provided.

a collection of visualization function

Deep Convolutional Conditional GAN and Supervised CNN for generating children's faces given parents' faces

No description or website provided.