ENDC: Ensemble of Narrow DNN Chains
Published:
Use an ensemble of very narrow (1/2-channel wide) DNNs to classify MNIST, Fashion-MNIST and CIFAR-10.
Blog posts
2021
Backdoor Trigger Restoration
Published:
Towards faithful backdoor trigger restoration.
Backdoor Certification
Published:
Certified robustness for backdoor attack.
Naive VQA: Implementations of a Strong VQA Baseline
Published:
A Visual Question Answering model implemented in MindSpore and PyTorch. The model is a reimplementation of the paper Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering. It’s our final project for course DL4NLP at ZJU.
Question: What color is the girl’s necklace?
Answer: ‘white’
RCC (C-like Compiler, R for either remarkable or retarded)
Published:
A C-like Compiler, R for either remarkable or retarded, implemented with Flex, Bison and LLVM.
Enchecap
Published:
An (onbuilding) encrypted (enclave-based) heterogeneous calculation protocol based on Nvidia CUDA and Intel SGX.
Tron: a 3D WebGL Engine with a Flying Game Demo
Published:
A group project in Computer Graphics course, including a simple but fully-featured 3D engine based on native WebGL and a wonderful flying game demo.