Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020
☆64Apr 14, 2021Updated 4 years ago
Alternatives and similar repositories for Influence_Subsampling
Users that are interested in Influence_Subsampling are comparing it to the libraries listed below
Sorting:
- ☆18Mar 1, 2022Updated 4 years ago
- LaTeX Thesis Template for Tsinghua University - Special Ediction for TBSI☆23Apr 13, 2021Updated 4 years ago
- ☆64Apr 25, 2020Updated 5 years ago
- Code for paper "Label Noise Types and Their Effects on Learning"☆18Nov 14, 2022Updated 3 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆40Nov 20, 2020Updated 5 years ago
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision☆25Apr 11, 2024Updated last year
- Code for ICML 2022 paper: Achieving Fairness at No Utility Cost via Data Reweighing with Influence☆11Aug 3, 2022Updated 3 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- Provides a minimal implementation to extract FLAN datasets for further processing☆11Feb 1, 2023Updated 3 years ago
- ☆11May 18, 2022Updated 3 years ago
- ☆51Mar 24, 2023Updated 2 years ago
- Python codes for influential instance estimation☆56Dec 12, 2022Updated 3 years ago
- This is the project for IRM methods☆12Sep 13, 2021Updated 4 years ago
- ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels☆91Dec 10, 2020Updated 5 years ago
- ☆807Dec 29, 2020Updated 5 years ago
- Implementation of Adversarial Debiasing in PyTorch to address Gender Bias☆31Aug 5, 2020Updated 5 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Apr 17, 2020Updated 5 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- ☆63Jan 13, 2022Updated 4 years ago
- Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria☆12Dec 1, 2018Updated 7 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Mar 24, 2022Updated 3 years ago
- Code for ICLR 2019 paper "Efficient Augmentation via Data Subsampling"☆15Feb 20, 2019Updated 7 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"☆34Apr 1, 2020Updated 5 years ago
- ☆16Jun 18, 2025Updated 8 months ago
- mnist classify using center loss☆13Sep 20, 2018Updated 7 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Jul 29, 2021Updated 4 years ago
- A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transfor…☆47May 29, 2023Updated 2 years ago
- Code for our ICLR 2023 paper Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples.☆18May 31, 2023Updated 2 years ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆16Jul 4, 2022Updated 3 years ago
- This is the code for semi-supervised robust training (SRT).☆18Mar 24, 2023Updated 2 years ago
- Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)☆15Dec 4, 2023Updated 2 years ago
- ☆15Aug 22, 2019Updated 6 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Jan 23, 2022Updated 4 years ago
- Caffe implementation of CVPR2019 paper "Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval"☆44Jul 31, 2019Updated 6 years ago
- GCNet (GIF Caption Network) | Neural Network Generated GIF Captions☆15Nov 29, 2016Updated 9 years ago
- Understanding Self-Supervised Learning in a non-IID Setting☆21Oct 21, 2022Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 4 years ago