[NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*, Aochuan Chen*, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu
☆14Oct 12, 2023Updated 2 years ago
Alternatives and similar repositories for DP4TL
Users that are interested in DP4TL are comparing it to the libraries listed below
Sorting:
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆84Feb 28, 2026Updated 3 weeks ago
- ☆10Oct 20, 2023Updated 2 years ago
- ☆15Mar 31, 2022Updated 3 years ago
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated last year
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 years ago
- [NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"☆13Nov 11, 2022Updated 3 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆15Jul 11, 2024Updated last year
- Attempt at reproducing the metric from Neurips 2023 Unlearning Challenge on Kaggle. Code for training checkpoints on retain set and unlea…☆12Nov 8, 2023Updated 2 years ago
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆17Feb 27, 2025Updated last year
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers☆48Oct 21, 2022Updated 3 years ago
- Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"☆11Jan 22, 2024Updated 2 years ago
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆21Aug 6, 2024Updated last year
- ☆18May 30, 2025Updated 9 months ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆47Oct 23, 2024Updated last year
- ☆27Apr 11, 2023Updated 2 years ago
- Reproducing TracIn (Tracing Gradient Descent) using PyTorch☆11Nov 17, 2021Updated 4 years ago
- ☆21Mar 17, 2025Updated last year
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- [NeurIPS'20] Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization☆21May 29, 2022Updated 3 years ago
- ☆77May 17, 2023Updated 2 years ago
- This repo provides the codebase for "A General Framework for Weak Supervision"☆40Jun 3, 2024Updated last year
- ☆11Apr 3, 2024Updated last year
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 2 years ago
- 李春葆的数据结构第四版-源码☆11Aug 7, 2019Updated 6 years ago
- Dataset pruning for ImageNet and LAION-2B.☆79Jul 5, 2024Updated last year
- 🤖 bare-bones implementation of a neural network with numpy☆16Jan 4, 2019Updated 7 years ago
- ☆16Apr 12, 2020Updated 5 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- 第二届计图人工智能挑战赛，基于Jittor的草图风景图像生成大赛☆10Jan 28, 2023Updated 3 years ago
- Super Mario Bros. (NES) gameplay dataset for machine learning.☆13Jul 22, 2025Updated 8 months ago
- ☆14Nov 7, 2022Updated 3 years ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆70Sep 17, 2023Updated 2 years ago
- PyTorch Implementation of the Deep k-Nearest-Neighbors algorithm, https://arxiv.org/abs/1803.04765☆16Aug 18, 2020Updated 5 years ago
- (ICLR 2025) Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation☆15Apr 29, 2025Updated 10 months ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- The dataset repo of "CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels" paper☆16Aug 8, 2025Updated 7 months ago
- ☆10Jul 4, 2024Updated last year