nakashima-kodai / FractalDB-Pretrained-ViT-PyTorch
☆16Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for FractalDB-Pretrained-ViT-PyTorch
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 7 months ago
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 2 years ago
- ☆40Updated last year
- ☆44Updated 3 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆105Updated last year
- ☆58Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- Simple but high-performing method for learning a policy of test-time augmentation☆38Updated last year
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated last year
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Updated 2 years ago
- ☆13Updated 3 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43Updated 3 years ago
- Official code repository for Instance Selection for GANs.☆44Updated 3 years ago
- ☆84Updated 2 years ago
- Official PyTorch code for the paper "Improving Fractal Pre-training"☆25Updated last year
- ☆58Updated last year
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆45Updated 2 years ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆73Updated 2 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆88Updated 3 years ago
- Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representa…☆36Updated 2 years ago
- ☆105Updated last year
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆61Updated 3 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆138Updated 2 years ago
- Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020☆47Updated 3 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆77Updated 2 years ago
- t-vMF Similarity for Regularizing Intra-Class Feature Distribution☆21Updated 3 years ago
- Out-of-distribution detection using the pNML regret. NeurIPS2021☆24Updated 5 months ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆39Updated 2 years ago
- PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)☆101Updated 2 years ago
- Unsupervised diverse image generation via GANs: Partition Guided Mixture of Generative Adversarial Networks☆13Updated 3 years ago