Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Full Score, Highlight).
☆412Jun 3, 2026Updated 4 months ago
Alternatives and similar repositories for NCFM
Users that are interested in NCFM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆108May 23, 2024Updated 2 years ago
- A curated list of awesome papers on dataset reduction, including dataset distillation (dataset condensation) and dataset pruning (coreset…☆62Jan 14, 2025Updated last year
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆88Feb 24, 2025Updated last year
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆24Mar 4, 2025Updated last year
- Data distillation benchmark☆72Jun 13, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆27Oct 9, 2024Updated 2 years ago
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆25Aug 13, 2025Updated last year
- Prioritize Alignment in Dataset Distillation☆21Dec 3, 2024Updated last year
- Code for ACL 2025 Main paper "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning…☆53Aug 4, 2025Updated last year
- [ICLR 2026] Optimization-free Dataset Distillation for Object Detection. Paper at: https://arxiv.org/abs/2506.01942☆33Jan 26, 2026Updated 9 months ago
- Code for our ICML'24 on multimodal dataset distillation☆45Oct 11, 2024Updated 2 years ago
- ☆23Nov 16, 2024Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆105Mar 22, 2024Updated 2 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18Jun 14, 2024Updated 2 years ago
- ☆28Jun 12, 2023Updated 3 years ago
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆441Jul 16, 2024Updated 2 years ago
- ☆15May 28, 2024Updated 2 years ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆142Nov 15, 2024Updated last year
- AAAI 2024, M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy☆26Mar 2, 2024Updated 2 years ago
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Jun 20, 2024Updated 2 years ago
- Dataset Distillation on 3D Point Clouds using Gradient Matching☆11Sep 12, 2023Updated 3 years ago
- Dataset Condensation (ICLR21 and ICML21)☆544Nov 27, 2023Updated 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.
- Efficient Dataset Distillation by Representative Matching☆114Feb 28, 2024Updated 2 years ago
- ☆12Jul 30, 2025Updated last year
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" (CVPR …☆21Aug 20, 2024Updated 2 years ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆122Oct 12, 2025Updated last year
- ☆14Apr 21, 2023Updated 3 years ago
- Preview code of ECCV'24 paper "Distill Gold from Massive Ores" (BiLP)☆25Jul 6, 2024Updated 2 years ago
- The officalimplement of dLLM-Factory☆25Jul 12, 2025Updated last year
- Code for coreset selection methods☆260Feb 27, 2023Updated 3 years ago
- Socratic-Zero is a fully autonomous framework that generates high-quality training data for mathematical reasoning☆37Oct 26, 2025Updated last year
- 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.
- [NeurIPS-2023] The PyTorch Implementation of MoSo. The algorithms are based on our paper: "Data Pruning via Moving-one-Sample-out". MoSo …☆11May 21, 2026Updated 5 months ago
- [CVPR 2025] An Implementation of the paper "Pre-Instruction Data Selection for Visual Instruction Tuning"☆17Jun 9, 2025Updated last year
- The official implementation of [CVPR 2025] "5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks".☆401Jun 23, 2025Updated last year
- (ICLR 2026 🔥) Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆79Feb 9, 2026Updated 8 months ago
- [AAAI-2025] The offical code for SiTo (Similarity-based Token Pruning for Stable Diffusion Models)☆47Jun 2, 2025Updated last year
- Official PyTorch implementation of the paper "dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching" (dLLM-Cache…☆216May 1, 2026Updated 5 months ago
- ☆25May 31, 2024Updated 2 years ago