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 2 years ago
- Code of "Max-margin Deep Generative Models" (NIPS15)☆18Sep 29, 2015Updated 10 years ago
- Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)☆48May 14, 2021Updated 5 years ago
- 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 open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- 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
- A Pytorch Implementation of paper: "Neural Color Operators for Sequential Image Retouching", ECCV 2022☆10Oct 25, 2022Updated 3 years ago
- GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification☆15Mar 25, 2023Updated 3 years ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Apr 14, 2025Updated last year
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Jul 7, 2020Updated 6 years ago
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 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.
- Graph Diffusion Policy Optimization☆43Mar 17, 2024Updated 2 years ago
- Pytorch for Triple-GAN☆42Dec 8, 2022Updated 3 years ago
- ☆12Oct 20, 2020Updated 5 years ago
- Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"☆12Oct 17, 2024Updated 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
- ☆42May 23, 2023Updated 3 years ago
- Code for WACV 2023 paper "Out-of-distribution Detection via Frequency-regularized Generative Models" by Mu Cai and Yixuan Li☆11May 1, 2023Updated 3 years ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆47Apr 26, 2024Updated 2 years 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.
- ☆25May 20, 2025Updated last year
- [ICLR 2022 official code] Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?☆29Mar 15, 2022Updated 4 years ago
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 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
- ☆35Dec 9, 2020Updated 5 years ago
- ☆22May 16, 2022Updated 4 years ago
- PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""☆16Jul 19, 2022Updated 3 years ago
- ☆15Nov 15, 2017Updated 8 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.
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systems☆230Dec 22, 2024Updated last year
- The implementation and addtional material of AAAI2020 paper "Stable Learning via Sample Reweighting"☆19Mar 26, 2020Updated 6 years ago
- Recent vision transformer-based domain adaptation papers☆15Mar 17, 2022Updated 4 years ago
- ☆24Oct 26, 2021Updated 4 years ago
- unsupervised clustering, generative model, mixed membership stochastic block model, kmeans, spectral clustering, point cloud data☆12Mar 16, 2020Updated 6 years ago
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆86Oct 23, 2024Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Jan 11, 2025Updated last year