Stars
BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models
Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification
Estimating the casual impact of Progresa program on the schooling outcomes of individuals in Mexico
List of datasets, codes, and contests related to remote sensing change detection
Tensorflow prebuilt binary for Windows
Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop
《深入浅出图神经网络：GNN原理解析》配套代码
论文《Selective Search for object recognition》代码实现
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
Awesome Knowledge Distillation
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Text Classification Algorithms: A Survey
UI for data driven interlinking based on Limes and Jassa
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
links to conference publications in graph-based deep learning
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, inform…
A collection of important graph embedding, classification and representation learning papers with implementations.
Visualizing CNN filters using PyTorch
Course notes for CS228: Probabilistic Graphical Models.