Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selection (ICLR 2024 ORAL)
☆23May 17, 2024Updated 2 years ago
Alternatives and similar repositories for InfDataSel
Users that are interested in InfDataSel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆43Oct 13, 2023Updated 2 years ago
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- ☆13Nov 8, 2022Updated 3 years ago
- ☆14Apr 22, 2024Updated 2 years ago
- ☆25Dec 13, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆16Oct 31, 2024Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Nov 14, 2024Updated last year
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- Automatic prompt optimization framework for multi-step agent tasks.☆37Nov 12, 2024Updated last year
- ☆11Sep 6, 2024Updated last year
- Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)☆14Jan 3, 2024Updated 2 years ago
- ☆30Apr 12, 2024Updated 2 years ago
- (Pattern Recognition 2025) Towards Trustworthy Dataset Distillation☆14Dec 8, 2024Updated last year
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks☆15Feb 23, 2023Updated 3 years ago
- ☆13Jan 15, 2021Updated 5 years ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆28Jun 27, 2024Updated last year
- A collection of optimized utilities for text-to-audio processing, enhancing both training and inference workflows. This repository contai…☆50Apr 1, 2025Updated last year
- Implementation of Self-supervised-Online-Adversarial-Purification☆13Aug 2, 2021Updated 4 years ago
- Data-free knowledge distillation using Gaussian noise (NeurIPS paper)☆15Mar 24, 2023Updated 3 years ago
- Code and results accompanying our paper titled Leveraging Unlabeled Data to Predict Out-of-Distribution Performance at ICLR 2022☆10Dec 8, 2022Updated 3 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Mar 20, 2024Updated 2 years ago
- ☆17Aug 13, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Explore what LLMs are really leanring over SFT☆28Mar 30, 2024Updated 2 years ago
- 用pytorch训练18层残差神经网络,用pyqt设计界面☆12Jun 23, 2020Updated 5 years ago
- [IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"☆11Nov 22, 2023Updated 2 years ago
- Defeasible Natural Language Inference☆13Dec 4, 2020Updated 5 years ago
- [ICMI2017] EmotiW 2017 Challenge (INHA University)☆10Jun 10, 2018Updated 7 years ago
- Code for our paper 'Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion' published on ECCV 2022☆11Jul 27, 2022Updated 3 years ago
- ☆15Oct 4, 2024Updated last year
- An unofficial pyotrch implementation of "ML-Leaks:Model and Data Independent Membership Inference Attacks and Defenses on ML Models"☆11Dec 23, 2023Updated 2 years ago
- ☆12Dec 17, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆35May 18, 2023Updated 3 years ago
- multimodal anomaly detection☆14Jan 17, 2021Updated 5 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆241Nov 18, 2024Updated last year
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.☆11Oct 12, 2021Updated 4 years ago
- ☆20Oct 12, 2025Updated 7 months ago
- Masking Strategies for Background Bias Removal in Computer Vision Models (ICCVW OODCV 2023 paper)☆16Jul 3, 2025Updated 11 months ago