"Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021
☆17Jun 1, 2021Updated 4 years ago
Alternatives and similar repositories for Predict-then-Interpolate
Users that are interested in Predict-then-Interpolate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated last year
- Contextual Vision Transformers for Robust Representation Learning☆15Oct 19, 2023Updated 2 years ago
- Sample, estimate, aggregate: A recipe for causal discovery foundation models☆17Jun 21, 2024Updated last year
- ☆10Jun 13, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆41Aug 19, 2022Updated 3 years ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆41Nov 12, 2020Updated 5 years ago
- ☆14Jul 5, 2023Updated 2 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆29Jun 12, 2023Updated 2 years ago
- ☆10Jun 12, 2021Updated 4 years ago
- ROCK Framework for Commonsense Causality Reasoning (CCR)☆10Jun 28, 2023Updated 2 years ago
- ☆33Jan 13, 2022Updated 4 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆11Jun 2, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 5 years ago
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆25May 27, 2025Updated 10 months ago
- Distributionally robust neural networks for group shifts☆295Jan 3, 2023Updated 3 years ago
- Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"☆19Nov 30, 2022Updated 3 years ago
- Learning perturbation sets for robust machine learning☆64Aug 23, 2021Updated 4 years ago
- ☆13Feb 24, 2020Updated 6 years ago
- Learn models that are robust to spurious correlations in the dataset.☆26Dec 31, 2019Updated 6 years ago
- ☆16Apr 14, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- An Empirical Study of Invariant Risk Minimization☆27Jul 6, 2020Updated 5 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆43Nov 10, 2025Updated 4 months ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 2 years ago
- Basic tensorflow implementation of logistic latent Dirichlet allocation☆17Oct 17, 2019Updated 6 years ago
- Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"☆55Jul 23, 2020Updated 5 years ago
- Code to compute topic coherence for several topic cardinalities and aggregate scores across them☆21Sep 10, 2025Updated 6 months ago
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆35Nov 10, 2020Updated 5 years ago
- OOD Generalization and Detection (ACL 2020)☆59Apr 15, 2020Updated 5 years ago
- The source code of paper "Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction"☆24Oct 28, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The Shape of Data: Intrinsic Distance for Comparing Data Distributions☆12Sep 25, 2019Updated 6 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆53Mar 25, 2022Updated 4 years ago
- ☆12Feb 22, 2021Updated 5 years ago
- ☆25Dec 6, 2023Updated 2 years ago
- Deep Supervised Graph Partitioning Model☆14Aug 3, 2021Updated 4 years ago
- Code for: "Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models"☆19Feb 2, 2022Updated 4 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated last year