A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.
☆44Sep 22, 2022Updated 4 years ago
Alternatives and similar repositories for distinction-maximization-loss
Users that are interested in distinction-maximization-loss are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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 4 years ago
- 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-di…☆18Nov 26, 2022Updated 3 years ago
- Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".☆14May 23, 2021Updated 5 years ago
- ☆14Jun 7, 2020Updated 6 years ago
- source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"☆325Oct 1, 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.
- ☆71Dec 19, 2018Updated 7 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆42Sep 28, 2022Updated 4 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Dec 17, 2022Updated 3 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆37Mar 22, 2021Updated 5 years ago
- Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation☆27Jan 31, 2021Updated 5 years ago
- Official code for the paper: "Metadata Archaeology"☆19May 10, 2023Updated 3 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆102Jun 28, 2021Updated 5 years ago
- Self-Supervised Domain Adaptation with Consistency Training☆20Oct 28, 2020Updated 5 years ago
- [ICLR 2023] The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition☆36Feb 1, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Floral Diffusion is a custom diffusion model trained by jags using a DD 5.6 version☆26Jul 27, 2022Updated 4 years ago
- SAM + CLIP + DIFFUSION for image to edit objects in images using plain text☆14Apr 14, 2023Updated 3 years ago
- This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutio…☆61Jul 16, 2022Updated 4 years ago
- Question and answer retrieval in Turkish with BERT☆14Nov 30, 2021Updated 4 years ago
- Streamlit component for the Yellowbrick visualization and model diagnostics library☆12Jul 8, 2021Updated 5 years ago
- Code for training on Imagenet to SOTA results using PyTorch☆13Aug 22, 2026Updated last month
- ☆12Dec 20, 2020Updated 5 years ago
- ☆32Oct 20, 2022Updated 3 years ago
- ☆34Nov 30, 2018Updated 7 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.
- ☆13Feb 14, 2022Updated 4 years ago
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Oct 5, 2021Updated 5 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆34Nov 22, 2022Updated 3 years ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15May 24, 2023Updated 3 years ago
- 📱🖥 Basic UI: Mobile + Web☆13Nov 22, 2017Updated 8 years ago
- Code and experiments for the adversarial detection paper☆21Jun 11, 2021Updated 5 years ago
- Official Pytorch implementation of ACIDS, ECCV 2020 "Learning to Cluster under Domain Shift"☆15Dec 10, 2020Updated 5 years ago
- [CVPR 2022 Oral] Towards Principled Disentanglement for Domain Generalization☆64Dec 30, 2022Updated 3 years ago
- A hands-on tutorial on how to use Active Learning with Transformer models.☆16Oct 3, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Nov 27, 2022Updated 3 years ago
- Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016☆297Apr 30, 2018Updated 8 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Jul 19, 2023Updated 3 years ago
- RUDOLPH: One Hyper-Tasking Transformer can be creative as DALL-E and GPT-3 and smart as CLIP☆252Feb 6, 2023Updated 3 years ago
- A Two Stage Adaptation Network (TSAN) for remote sensing images classification under single-source-mixed-multiple-target domain adaptatio…☆16Jan 11, 2023Updated 3 years ago
- Codes for our CVPR 2021 paper "Deep Compositional Metric Learning"☆21Aug 23, 2021Updated 5 years ago
- (TCSVT 2022) Context-Aware Mixup for Domain Adaptive Semantic Segmentation☆17Jan 20, 2023Updated 3 years ago