interesting & promising & widely adopted tricks for SOTA performance in machine learning community.
☆15Apr 13, 2021Updated 5 years ago
Alternatives and similar repositories for Awesome-Tricks-in-SOTA-ML
Users that are interested in Awesome-Tricks-in-SOTA-ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jul 25, 2023Updated 3 years ago
- Code of "Max-margin Deep Generative Models" (NIPS15)☆18Sep 29, 2015Updated 10 years ago
- [ArXiv 2025] Denial-of-Service Poisoning Attacks on Large Language Models☆23Oct 22, 2024Updated last year
- Coupling rejection strategy against adversarial attacks (CVPR 2022)☆29Mar 2, 2022Updated 4 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- 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.
- Official code for "On Calibrating Diffusion Probabilistic Models"☆30Feb 22, 2023Updated 3 years ago
- Code for paper "Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning"☆64Jul 7, 2023Updated 3 years ago
- [TMLR 2025] On Memorization in Diffusion Models☆33Oct 5, 2023Updated 2 years ago
- [CVPR-2023] The IEEE/CVF Conference on Computer Vision and Pattern Recognition☆24Sep 18, 2023Updated 2 years ago
- Max Mahalanobis Training (ICML 2018 + ICLR 2020)☆90Dec 21, 2020Updated 5 years ago
- Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)☆39Jan 23, 2024Updated 2 years ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Apr 14, 2025Updated last year
- Official repository for CVPR 2022 paper 'Boosting Black-Box Attack with Partially Transferred Conditional Adversarial Distribution'☆27Mar 16, 2022Updated 4 years ago
- ReColorAdv and other attacks from the NeurIPS 2019 paper "Functional Adversarial Attacks"☆38May 31, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification☆15Mar 25, 2023Updated 3 years ago
- mmDCGMs for accurate classification and excellent class-conditional generation in semi-supervised learning☆11Jun 19, 2017Updated 9 years ago
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 years ago
- [ArXiv 2025] Imperceptible Jailbreaking against Large Language Models☆25Oct 7, 2025Updated 9 months ago
- ☆12Oct 20, 2020Updated 5 years ago
- ☆35Apr 22, 2025Updated last year
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Nov 28, 2020Updated 5 years ago
- The Matlab Code for the AISTATS 2015 paper "Learning Deep Sigmoid Belief Network with Data Augmentation"☆13Sep 20, 2015Updated 10 years ago
- Official implementation for "Revisiting Discriminative vs. Generative Classifiers: Theory and Implications".☆14Feb 7, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆43May 23, 2023Updated 3 years ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆47Apr 26, 2024Updated 2 years ago
- ☆13Oct 10, 2024Updated last year
- Neural variational inference and learning in undirected graphical models http://www.stanford.edu/~kuleshov/papers/nips2017.pdf☆17Apr 25, 2018Updated 8 years ago
- Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"☆16Mar 5, 2018Updated 8 years ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated 2 years ago
- ☆22May 16, 2022Updated 4 years ago
- ☆35Dec 9, 2020Updated 5 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆49Dec 4, 2024Updated 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.
- Empirical tricks for training robust models (ICLR 2021)☆259May 25, 2023Updated 3 years ago
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systems☆231Dec 22, 2024Updated last year
- Versatile Verification of Tree Ensembles☆22Updated this week
- ☆24Oct 26, 2021Updated 4 years ago
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 4 years ago
- OPENCV View Morphing Tool☆19Apr 4, 2015Updated 11 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago