Spartan is an algorithm for training sparse neural network models. This repository accompanies the paper "Spartan Differentiable Sparsity via Regularized Transportation" (NeurIPS 2022).
☆26Oct 31, 2022Updated 3 years ago
Alternatives and similar repositories for spartan
Users that are interested in spartan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18May 14, 2026Updated last month
- ☆15Apr 11, 2024Updated 2 years ago
- No.3 solution of Tianchi ImageNet Adversarial Attack Challenge.☆12Apr 22, 2020Updated 6 years ago
- Causal Analysis of Agent Behavior for AI Safety☆20Jun 27, 2023Updated 3 years ago
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆32Aug 18, 2021Updated 4 years ago
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactuals☆31Aug 14, 2022Updated 3 years ago
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆11Mar 7, 2025Updated last year
- ☆27Dec 15, 2022Updated 3 years ago
- ☆245Nov 9, 2022Updated 3 years ago
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 7 years ago
- SIEVE: Multimodal Dataset Pruning using Image-Captioning Models (CVPR 2024)☆21Apr 28, 2024Updated 2 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated last year
- Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025☆27Nov 28, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 3 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- SaTML 2023, 1st place in CVPR’21 Security AI Challenger: Unrestricted Adversarial Attacks on ImageNet.☆29Dec 29, 2022Updated 3 years ago
- Pruning is all you need (hopefully)☆12Sep 7, 2022Updated 3 years ago
- Binary neural networks developed by Huawei Noah's Ark Lab☆29Feb 19, 2021Updated 5 years ago
- [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies☆22Mar 16, 2022Updated 4 years ago
- Github repo for ICLR-2025 paper, Fine-tuning Large Language Models with Sparse Matrices☆26Feb 2, 2026Updated 5 months ago
- Survey of hyperparameter optimization use in NIPS2014☆12Sep 29, 2015Updated 10 years ago
- Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch☆18May 12, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Nov 9, 2014Updated 11 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆54Jun 15, 2021Updated 5 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Mar 22, 2023Updated 3 years ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- ☆14Jul 22, 2021Updated 4 years ago
- Tiny ImageNet Classification Exercise with PyTorch☆16Aug 21, 2021Updated 4 years ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 3 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Feb 15, 2023Updated 3 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆30Oct 6, 2022Updated 3 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.
- Strongest attack against Feature Scatter and Adversarial Interpolation☆24Dec 26, 2019Updated 6 years ago
- ☆20Sep 22, 2025Updated 9 months ago
- [CVPR '25] Official implementation of the paper "Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages", CVPR 2025.☆33Mar 30, 2025Updated last year
- ☆30Aug 25, 2022Updated 3 years ago
- ☆30Jun 22, 2022Updated 4 years ago
- [CVPR 2024 Highlight] OpenBias: Open-set Bias Detection in Text-to-Image Generative Models☆26Feb 13, 2025Updated last year
- Code for the paper "Group-Fairness in Influence Maximization"☆26Oct 25, 2019Updated 6 years ago