This is the implementation of our CVPR'23 paper On the Pitfall of Mixup for Uncertainty Calibration. In the paper, we conduct a series of empirical studies showing the calibration issue of Mixup, and propose a new mixup training strategy to address this issue.
☆17Mar 19, 2023Updated 3 years ago
Alternatives and similar repositories for Mixup-Inference-in-Training
Users that are interested in Mixup-Inference-in-Training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".☆21Dec 16, 2023Updated 2 years ago
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated last year
- [ICML 2024] Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical☆12May 12, 2024Updated last year
- uncertainty-guided matting on ICML2023☆12Aug 3, 2023Updated 2 years ago
- ☆38Oct 17, 2022Updated 3 years ago
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIP☆18Jun 14, 2024Updated last year
- Repository for the paper 'Medical diffusion on a budget: textual inversion for medical image generation'☆12Dec 11, 2024Updated last year
- Stepping VLMs onto the Court: Benchmarking Spatial Intelligence in Sports☆61Mar 15, 2026Updated last week
- ☆13Dec 28, 2023Updated 2 years ago
- Official code of "ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning"☆23Sep 25, 2023Updated 2 years ago
- ☆25May 31, 2022Updated 3 years ago
- ☆13Feb 2, 2022Updated 4 years ago
- ☆19Nov 11, 2023Updated 2 years ago
- An in-context learning research testbed☆19Mar 16, 2025Updated last year
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 2 years ago
- Code for our paper "Auxiliary Task Reweighting for Minimum-data Learning" (NeurIPS 2020)☆18Dec 21, 2020Updated 5 years ago
- [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"☆11Oct 6, 2023Updated 2 years ago
- ☆11Jun 14, 2024Updated last year
- Models and codes for INTERSPEECH 2023 paper DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model☆13Mar 30, 2025Updated 11 months ago
- [ICML'25] Official code of paper "Fast Large Language Model Collaborative Decoding via Speculation"☆29Jun 23, 2025Updated 9 months ago
- ☆10Dec 22, 2023Updated 2 years ago
- ☆12Jan 19, 2025Updated last year
- Score Normalization for NIST 2019 Speaker Recognition Evaluation☆10Nov 8, 2019Updated 6 years ago
- Official implementation of Dynamic Perceiver☆43Nov 16, 2023Updated 2 years ago
- Official Repository for Soft Augmentation☆18Jun 8, 2023Updated 2 years ago
- Compute WER and SER for speech recognition evaluation☆27Updated this week
- ☆12Dec 15, 2022Updated 3 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 2 years ago
- This repo provides the codebase for "A General Framework for Weak Supervision"☆40Jun 3, 2024Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Sep 17, 2021Updated 4 years ago
- ☆12Feb 17, 2025Updated last year
- [NeurIPS 2023] "Learning to Augment Distributions for Out-of-distribution Detection"☆11Nov 14, 2023Updated 2 years ago
- (NeurIPS 2019) Combinatorial Inference against Label Noise☆11Jun 13, 2024Updated last year
- Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"☆19Nov 30, 2022Updated 3 years ago
- Code for building and experimenting on saliency maps for RL agents.☆12Feb 13, 2020Updated 6 years ago
- [ECCV 2022] Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression☆13Mar 27, 2023Updated 2 years ago
- [CVPR2021] VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning☆14Oct 3, 2021Updated 4 years ago
- This is AlpaGasus2-QLoRA based on LLaMA2 with AlpaGasus mechanism using QLoRA!☆15Nov 22, 2023Updated 2 years ago