chingyaoc / estimating-generalization
ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations
☆22Updated 4 years ago
Alternatives and similar repositories for estimating-generalization:
Users that are interested in estimating-generalization are comparing it to the libraries listed below
- Official adversarial mixup resynthesis repository☆35Updated 5 years ago
- Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)☆27Updated 4 years ago
- ☆41Updated last year
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆55Updated 3 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 4 years ago
- ☆25Updated 4 years ago
- ☆19Updated 4 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 2 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆17Updated 3 years ago
- Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)☆28Updated 5 years ago
- ☆34Updated 6 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- ☆26Updated 4 years ago
- Code for SelfAugment☆27Updated 4 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆22Updated 2 years ago
- Fine-grained ImageNet annotations☆29Updated 4 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆35Updated 4 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆18Updated 2 years ago
- ☆36Updated 4 years ago
- ☆46Updated 2 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated last year
- ☆20Updated 4 years ago
- Implementation for What it Thinks is Important is Important: Robustness Transfers through Input Gradients (CVPR 2020 Oral)☆16Updated last year
- Gradients as Features for Deep Representation Learning☆43Updated 4 years ago
- This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …☆27Updated 3 years ago
- Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"☆22Updated 3 years ago
- ☆54Updated 4 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆34Updated last year
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Updated 2 years ago
- [ICLR 2021] Beyond Categorical Label Representations for Image Classification☆25Updated 3 years ago