A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.
☆18Nov 26, 2022Updated 3 years ago
Alternatives and similar repositories for robust-deep-learning
Users that are interested in robust-deep-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Sep 28, 2020Updated 5 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 3 years ago
- A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Pe…☆79Sep 22, 2022Updated 3 years ago
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆40Oct 20, 2021Updated 4 years ago
- source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"☆34May 13, 2023Updated 3 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.
- 👽 Out-of-Distribution Detection with PyTorch☆346Jul 13, 2026Updated last week
- 这是一个用于计算ViT及其变种模型的GradCAM自动脚本,可以自动处理批量的图像 A GradCAM automatic script to visualize the model result☆18Dec 16, 2024Updated last year
- ☆15Apr 26, 2025Updated last year
- Intersection Over Union☆15Nov 26, 2017Updated 8 years ago
- SpExtor: Sparse Entity Extractor☆11Feb 10, 2020Updated 6 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- Official implementation of "FET-FGVC: Feature-Enhanced Transformer for Fine-Grained Visual Classification"☆16Dec 18, 2024Updated last year
- Align, a general text alignment function☆15Dec 7, 2023Updated 2 years ago
- Code of Decomposition and Completion Network for Salient Object Detection, TIP 2021.☆10Mar 30, 2023Updated 3 years 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.
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Apr 25, 2020Updated 6 years ago
- ☆15Nov 23, 2023Updated 2 years ago
- ☆13Jan 22, 2025Updated last year
- ☆16Jul 12, 2024Updated 2 years ago
- Initial code for computer vision experiments☆11Jan 1, 2023Updated 3 years ago
- Paper of out of distribution detection and generalization☆57Aug 23, 2023Updated 2 years ago
- Generate an appropriate question from a passage.☆10May 18, 2021Updated 5 years ago
- Advances in recent large vision language models (LVLMs)☆15Sep 23, 2024Updated last year
- ☆11Nov 22, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 6 years ago
- ☆14Mar 2, 2025Updated last year
- ICME'19: Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach☆12Jul 4, 2022Updated 4 years ago
- Test different pooling method used in CNN for Computer Vision Task☆35Jan 16, 2021Updated 5 years ago
- [ECCV2022] Latent Discriminant deterministic Uncertainty☆43Jul 25, 2022Updated 3 years ago
- [DEFUNCT - do not use, insecure!] Communication for the 21st century activist.☆16Aug 5, 2025Updated 11 months ago
- Bytebeat player with a collection of many formulas from around the internet.☆19Jul 5, 2026Updated 2 weeks ago
- Generate large textual corpora for almost any language by crawling the web☆13Feb 17, 2024Updated 2 years ago
- MIMIC: Masked Image Modeling with Image Correspondences☆16Jun 14, 2024Updated 2 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.
- ☆10Jan 28, 2024Updated 2 years ago
- Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.☆61May 19, 2026Updated 2 months ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- direct preference optimization with only 1 model copy :)☆14Oct 2, 2023Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,063Dec 1, 2025Updated 7 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆52May 4, 2024Updated 2 years ago
- [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization☆29May 27, 2025Updated last year