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Lida Li's Projects

adahessian icon adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

detr icon detr

End-to-End Object Detection with Transformers

diffgrad icon diffgrad

diffGrad: An Optimization Method for Convolutional Neural Networks

dncnn-pytorch icon dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dsop-net icon dsop-net

Official PyTorch implementation of DSoP-Net

featureattack icon featureattack

Strongest attack against Feature Scatter and Adversarial Interpolation

fiiqa icon fiiqa

Reference: Illumination Quality Assessment for Face Images: A Benchmark and A Convolutional Neural Networks Based Model

ghostnet icon ghostnet

[CVPR2020] GhostNet: More Features from Cheap Operations

intermediate-level-attack icon intermediate-level-attack

[ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)

lst-net icon lst-net

Code for paper " LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform" appeared in ECCV'20

mutual-channel-loss icon mutual-channel-loss

Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)

odi icon odi

Output Diversified Initialization

pytorch icon pytorch

Windows port of PyTorch. Alpha quality

torchseg icon torchseg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

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