Paper_Notes
Some paper summary I wrote.
Self-supervised Learning
ECCV 2022
CVPR 2022
- Self-Supervised Learning of Object Parts for Semantic Segmentation
- Crafting Better Contrastive Views for Siamese Representation Learning
- DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
- HCSC: Hierarchical Contrastive Selective Coding
- On the Importance of Asymmetry for Siamese Representation Learning
- Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
- DATA: Domain-Aware and Task-Aware Self-supervised Learning
ICLR 2022
- VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
- iBOT: Image BERT Pre-Training with Online Tokenizer
AAAI 2022
NeurIPS 2021
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics
- Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning