SSL | 🍎 Paper Today I Read 🦔

[63] Masked Autoencoders Are Scalable Vision Learners

2021Q4 SSL 25min

[62] What to Hide from Your Students: Attention-Guided Masked Image Modeling

SSL 2022Q1 25min ECCV

[24] DINO: Emerging Properties in Self-Supervised Vision Transformers

ViT SSL 2021Q2 facebook

[23] Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

SSL 2020Q2 google DeepMind

[10] CLIP: Connecting Text and Images

multimodal 2021Q1 few-shot SSL zero-shot CLIP

[9] SimCLR : A Simple Framework for Contrastive Learning of Visual Representations

few-shot SSL 2020Q3 ICML google

[8] SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

multimodal SSL 2021Q2 zero-shot

[7] SLIP: Self-supervision meets Language-Image Pre-training

multimodal 2021Q4 few-shot SSL