https://github.com/macabdul9/robust-representation-learning
Everything related to Fatima Al-Fihri Predoctoral Fellowship project titled "Robust Representation Learning"
https://github.com/macabdul9/robust-representation-learning
Last synced: 11 months ago
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Everything related to Fatima Al-Fihri Predoctoral Fellowship project titled "Robust Representation Learning"
- Host: GitHub
- URL: https://github.com/macabdul9/robust-representation-learning
- Owner: macabdul9
- License: mit
- Created: 2021-04-18T13:52:12.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-08-21T16:49:47.000Z (almost 5 years ago)
- Last Synced: 2025-06-04T05:02:09.273Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 66.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# robust-representation-learning
Everything related to Fatima Al-Fihri Predoctoral Fellowship project titled "Robust Representation Learning"
# Reading List
- RATT: Leveraging Unlabeled Data to Guarantee Generalization
- IN-N-OUT: PRE-TRAINING AND SELF-TRAINING USING AUXILIARY INFORMATION FOR OUT-OFDISTRIBUTION ROBUSTNESS
- SSMBA: Self-Supervised Manifold Based Data Augmentation
- Increasing Robustness to Spurious Correlations using Forgettable Examples
- Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures
- Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification
- SelfNorm and CrossNorm for Out-of-Distribution Robustness
- Contrastive Out-of-Distribution Detection for Pretrained Transformers
- An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models