Confidence-Aware Learning for Deep Neural Networks (ICML2020)
☆74Jul 6, 2020Updated 5 years ago
Alternatives and similar repositories for confidence-aware-learning
Users that are interested in confidence-aware-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:
- ☆13Jun 10, 2022Updated 4 years ago
- Uncertainty in Deep Learning Papers☆35Nov 30, 2021Updated 4 years ago
- Addressing Failure Prediction by Learning Model Confidence☆174Nov 29, 2022Updated 3 years ago
- PyTorch implementation of our CVPR2023 paper "OpenMix: Exploring Out-of-Distribution samples for Misclassification Detection"☆27Oct 16, 2023Updated 2 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆56Aug 30, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆23Nov 4, 2022Updated 3 years ago
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 4 years ago
- ☆15Dec 19, 2022Updated 3 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- Yet Another PyTorch Tutorial☆12Jan 18, 2021Updated 5 years ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Jan 25, 2024Updated 2 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆33Nov 9, 2022Updated 3 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 4 years ago
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 2 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.
- 한국어 문서에 노이즈를 추가합니다.☆27Nov 9, 2022Updated 3 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆269Apr 29, 2021Updated 5 years ago
- using monte carlo dropout to have uncertainty estimation of predictions☆16Nov 12, 2019Updated 6 years ago
- Model-agnostic posthoc calibration without distributional assumptions☆41Oct 20, 2023Updated 2 years ago
- A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)☆53Oct 6, 2023Updated 2 years ago
- ☆20Dec 16, 2022Updated 3 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated 2 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆98Mar 12, 2024Updated 2 years ago
- Official implementation of the RegMixup paper☆22Nov 30, 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.
- This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.☆15Feb 12, 2024Updated 2 years ago
- ☆27Dec 13, 2022Updated 3 years ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆57Mar 24, 2022Updated 4 years ago
- Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization☆154Jul 5, 2022Updated 3 years ago
- Delta Orthogonal Initialization for PyTorch☆18Jun 27, 2018Updated 7 years ago
- Pytorch implementation of NPAttack☆12Jul 7, 2020Updated 5 years ago
- Accompanying code for paper "Attention-Based Contextual Language Model Adaptation for Speech Recognition", submitted to ACL 2021.☆14Jul 25, 2023Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆74May 22, 2023Updated 3 years ago
- ☆12May 6, 2022Updated 4 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.
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆50Nov 12, 2022Updated 3 years ago
- InstaHide: Instance-hiding Schemes for Private Distributed Learning☆50Oct 13, 2020Updated 5 years ago
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆50Apr 18, 2023Updated 3 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Apr 15, 2025Updated last year
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year
- Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)☆109Jun 18, 2020Updated 5 years ago
- Official PyTorch implementation of “Flexible Dataset Distillation: Learn Labels Instead of Images”☆41Oct 21, 2020Updated 5 years ago