[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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆89Jun 28, 2026Updated last month
- ☆15Mar 31, 2022Updated 4 years ago
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated 2 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆16Feb 27, 2025Updated last year
- 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.
- CLEAR benchmark (NeurIPS 2021 Dataset & Benchmark)☆27Apr 23, 2023Updated 3 years ago
- ☆10Mar 12, 2024Updated 2 years ago
- The official repository of paper "Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework".☆18Sep 22, 2025Updated 10 months ago
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆20Aug 6, 2024Updated 2 years ago
- ☆27Apr 11, 2023Updated 3 years ago
- ☆20Mar 17, 2025Updated last year
- ☆76May 17, 2023Updated 3 years ago
- [NeurIPS'20] Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization☆21May 29, 2022Updated 4 years ago
- ☆11Apr 3, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repo provides the codebase for "A General Framework for Weak Supervision"☆40Jun 3, 2024Updated 2 years ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 3 years ago
- Code and Dataset release of "Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models" (NAACL 2024)☆10Oct 16, 2024Updated last year
- ☆15Jul 29, 2026Updated last week
- 🤖 bare-bones implementation of a neural network with numpy☆16Jan 4, 2019Updated 7 years ago
- [EMNLP 2024] Implementation of vision-language model fine-tuning via simple parameter-efficient modification☆19Nov 24, 2024Updated last year
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- PyTorch Implementation of the Deep k-Nearest-Neighbors algorithm, https://arxiv.org/abs/1803.04765☆16Aug 18, 2020Updated 5 years ago
- The official github repo for "Training Optimal Large Diffusion Language Models", the first-ever large-scale diffusion language models sca…☆46Nov 6, 2025Updated 9 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.
- (SLT 2024) Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition☆14Oct 22, 2024Updated last year
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Jul 11, 2023Updated 3 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- 🔥MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer [Official, ICLR 2023]☆22Nov 3, 2023Updated 2 years ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆41Jul 18, 2025Updated last year
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" (CVPR …☆21Aug 20, 2024Updated last year
- [KDD'22] Partial Label Learning with Discrimination Augmentation☆10May 21, 2024Updated 2 years ago
- Learning from Indirect Observations☆11Jul 16, 2021Updated 5 years ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Jul 4, 2024Updated 2 years ago
- [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"☆13Feb 22, 2025Updated last year
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Feb 24, 2023Updated 3 years ago
- pytorch☆10Apr 13, 2022Updated 4 years ago
- ☆34Jan 13, 2022Updated 4 years ago
- [NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framewor…☆22Jun 4, 2025Updated last year
- ☆12Oct 23, 2022Updated 3 years ago