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dent

Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks

domainbed

DomainBed is a suite to test domain generalization algorithms

dr-gst

Source code of WWW 2022 paper "Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift''

drop-bottleneck

dua

The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization (CVPR 2022)

eccv20-stdn

Source code for ECCV 2020 paper: On Disentangling Spoof Trace for Generic Face Anti-Spoofing

efdm

The official codes of our CVPR2022 paper: Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

face-robustness-benchmark

An adversarial robustness evaluation library on face recognition.

face.evolve

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

fda

Fourier Domain Adaptation for Semantic Segmentation

few_shot_distribution_calibration

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

fitting-random-labels

Example code for the paper "Understanding deep learning requires rethinking generalization"

focal_calibration

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

g-sfda

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

gclloss

official source code for the Paper: **Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment** based on Pytorch.

generalized-domain-adaptation

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

graphmix

Code for reproducing results in GraphMix paper

gsat

[ICML 2022] The official implementation of Graph Stochastic Attention (GSAT).

gsnn

iglue

[ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"

imagenet-adversarial-training

ImageNet classifier with state-of-the-art adversarial robustness

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

insightface-v2

PyTorch implementation of Additive Angular Margin Loss for Deep Face Recognition.

label-smoothing-visualization-pytorch

When Does Label Smoothing Help?_pytorch_implementationimp

lame

This code accompanies the paper "Parameter-free Online Test-time Adaptation".

learn2perturb

libmtl

LibMTL: A PyTorch Library for Multi-Task Learning

lisa

LISA for ICML 2022