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a2mim

[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

automix

[ECCV 2022 Oral] AutoMix: Unveiling the Power of Mixup for Stronger Classifiers

awesome-long-sequence

Awesome List of Long-sequence Modeling Papers for Representation Learning

awesome-mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

backbone-vs-optimizer

A Decade’s Battle on Bias of Visual Backbone and Optimizer

dv

DV

inv-ml

[ECML-PKDD 2021] Invertible Manifold Learning for Dimension Reduction

markov-lipschitz-deep-learning

moganet

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

openbioseq

This repo focuses on supervised and self-supervised bio-sequence representation learning

openmixup

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

pytorch_sphinx_theme

CAIRI Version of PyTorch Sphinx Theme

sema

Switch EMA: A Free Lunch for Better Flatness and Sharpness

semireward

[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning

uniweat

Unified Framework for Weather Prediction

vqgan

VQ-GAN for Various Data Modality based on Taming Transformers for High-Resolution Image Synthesis