katelyn98 / CorruptionRobustness
We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and the MLP-Mixer.
☆15Updated 3 years ago
Alternatives and similar repositories for CorruptionRobustness:
Users that are interested in CorruptionRobustness are comparing it to the libraries listed below
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆17Updated 3 years ago
- Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"☆15Updated 3 years ago
- Implementation of Kronecker Attention in Pytorch☆18Updated 4 years ago
- The implementation of paper ''Efficient Attention Network: Accelerate Attention by Searching Where to Plug''.☆20Updated last year
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆26Updated 9 months ago
- Official code for the paper: "Metadata Archaeology"☆18Updated last year
- Anytime Learning At Macroscale☆9Updated 3 years ago
- ☆14Updated 2 years ago
- Bag of MLP☆20Updated 3 years ago
- ☆17Updated last year
- Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)☆12Updated last year
- ImageNet-12k subset of ImageNet-21k (fall11)☆21Updated last year
- reproduces experiments from "Grounding inductive biases in natural images: invariance stems from variations in data"☆17Updated 3 months ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆29Updated last year
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Updated last year
- [CVPR'23 Highlight] Heterogeneous Continual Learning.☆15Updated last year
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆15Updated 3 years ago
- Code for reproducing the results in "How Well do Sparse Imagenet Models Transfer?", presented at CVPR 2022☆8Updated 2 years ago
- Official code for NeurIPS paper "Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach".☆16Updated 2 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆34Updated last year
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆11Updated 3 years ago
- Directed masked autoencoders☆14Updated last year
- ☆25Updated 4 years ago
- ☆13Updated 2 years ago
- [ICLR2024] (EvALign-ICL Benchmark) Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context …☆21Updated 10 months ago
- The project is about predicting sets (of classes) from images.☆22Updated 3 years ago
- A pytorch implementation of the ICCV2021 workshop paper SimDis: Simple Distillation Baselines for Improving Small Self-supervised Models☆14Updated 3 years ago
- Implementation of the Remixer Block from the Remixer paper, in Pytorch☆35Updated 3 years ago
- Multivariate Learned Adaptive Noise for Diffusion Models☆15Updated last month
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆22Updated 2 years ago