valeoai / ConfidNet
Addressing Failure Prediction by Learning Model Confidence
☆167Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ConfidNet
- PyTorch implementation of the paper "Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels" in NIPS 2018☆125Updated 5 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆154Updated 4 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆268Updated 6 years ago
- ☆130Updated 2 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆266Updated 3 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆72Updated 4 years ago
- [ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels☆134Updated 4 months ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆224Updated 4 years ago
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆80Updated 4 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆155Updated 10 months ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆146Updated last year
- When Does Label Smoothing Help?_pytorch_implementationimp☆124Updated 4 years ago
- ☆69Updated 5 years ago
- A PyTorch converter for SimCLR checkpoints☆106Updated 3 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆225Updated last year
- ☆92Updated 3 years ago
- Meta-Learning based Noise-Tolerant Training☆123Updated 4 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆95Updated last year
- The Combined Anomalous Object Segmentation (CAOS) Benchmark☆155Updated last year
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆248Updated last year
- Unsupervised Domain Adaptation through Self-Supervision☆79Updated 3 years ago
- Official code for "Towards Recognizing Unseen Categories in Unseen Domains"☆62Updated last year
- Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains☆95Updated 3 years ago
- [TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training☆127Updated 3 years ago
- PyTorch implementation of consistency regularization methods for semi-supervised learning☆77Updated 4 years ago
- Unofficial PyTorch Reimplementation of AutoAugment and RandAugment.☆36Updated 2 years ago
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆178Updated 4 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆90Updated 2 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆81Updated last year