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chaducheng's Projects

biprop icon biprop

Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing the network.

cnns_vs_weather icon cnns_vs_weather

Examining the effects of natural perturbations such as rain, snow, fog and occlusions on the most popular CNN models

mixture-of-robust-experts-more- icon mixture-of-robust-experts-more-

This repo present the main code to realize the Mixture-of-Robust-Experts structure. This structure could mix clean, adversarial and natural perturbations models to defend against corresponding types of inputs.

pytorch-gain icon pytorch-gain

An implementation of GAIN heatmap network in pytorch. Original paper: https://arxiv.org/abs/1802.10171

rbformer icon rbformer

This repo is the code of RBFormer. The details is coming soon.

style-transfer-in-nus-soc icon style-transfer-in-nus-soc

This method uses the traditional mathematics method and deep learning. To make a video more artistic. We transfer it from the original video to the pencil style, oil style and Van Gogh style

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