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Daniel's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.

bert_text_preprocess icon bert_text_preprocess

The code to extract text features from sentences. Mainly designed for data pre-processing for rumour detection task.

bigcn icon bigcn

Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020

cada icon cada

Code of ACM-MM 2023 <Improving Rumor Detection by Class-based Adversarial Domain Adaptation>

ciga icon ciga

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

cmsa-net icon cmsa-net

Cross-Modal Self-Attention Network for Referring Image Segmentation cvpr19

dh icon dh

A python implementation of DH algorithm (Hierarchical Sampling for Active Learning)

dynamic-gcn icon dynamic-gcn

Dynamic Graph Convolutional Networks with Attention Mechanism for Rumor Detection on Social Media (PLOS ONE 2021)

ecs icon ecs

Elastic Compute Service

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

findsmallermax icon findsmallermax

A solution to the question: Given a number 'X', output the largest number smaller than the number 'X' that can be obtained by swapping different bits of the number.

gcan icon gcan

Official implementation of GCAN model(ACL2020)

graphvite icon graphvite

GraphVite: A General and High-performance Graph Embedding System

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