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adm

The Pytorch code of "Asymmetric Distribution Measure for Few-shot Learning", IJCAI 2020.

adv-attack

Adversarial attacks including DeepFool and C&W

adv-ss-pretraining

[CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

autodl-projects

Automated deep learning algorithms implemented in PyTorch.

awesome-few-shot-learning

A review for latest few-shot learning works

bf3s

Boosting Few-Shot Visual Learning with Self-Supervision

clip-sam

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

covamnet

The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.

dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

dcl

Destruction and Construction Learning for Fine-grained Image Recognition

deep_metric

Deep Metric Learning

deep_metric_learning

Deep metric learning methods implemented in Chainer

defensivefsl

The Pytorch code of "Defensive Few-Shot Learning", TPAMI 2023.

deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

deit

Official DeiT repository

diffae

Official implementation of Diffusion Autoencoders

diml

Towards Interpretable Deep Metric Learning with Structural Matching

dn4

Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.

dtn

Diversity Transfer Network for Few-Shot Learning (AAAI-20, oral presentation)

f2gan-few-shot-image-generation

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020

few-shot-gan

Few-shot adaptation of GANs.

few-shot-meta-baseline

A New Meta-Baseline for Few-Shot Learning

fewshotwithoutforgetting

fractaldb

Pretraining without Natural Images (ACCV 2020 Oral)

google-research

Google Research

guided-diffusion

hack-sysml

The road to hack SysML and become an system expert

hts-eccv22