MLAI-Yonsei / CaRot
source code for NeurIPS'24 paper "Towards Calibrated Robust Fine-Tuning of Vision-Language Models"
☆11Updated 6 months ago
Alternatives and similar repositories for CaRot:
Users that are interested in CaRot are comparing it to the libraries listed below
- ☆17Updated 2 weeks ago
- [ICLR'24] Official code for "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"☆15Updated 9 months ago
- Official implementation of BPA (CVPR 2022)☆12Updated 2 years ago
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆31Updated last year
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆48Updated 8 months ago
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆19Updated 4 months ago
- CVPR2022☆27Updated last year
- The example of correspondence between fine classes and superclass (coarse class) in ImageNet.☆12Updated 3 months ago
- Test-Time Adaptation via Conjugate Pseudo-Labels☆39Updated last year
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆34Updated 7 months ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12Updated last year
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆23Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆32Updated 6 months ago
- This is the official PyTorch Implementation of "SoTTA: Robust Test-Time Adaptation on Noisy Data Streams (NeurIPS '23)" by Taesik Gong*, …☆20Updated last year
- Create generated datasets and train robust classifiers☆34Updated last year
- ☆16Updated 9 months ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆56Updated last year
- Test-time adaptation via Nearest neighbor information (TAST), submitted to ICLR'23☆22Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- ☆21Updated last year
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆17Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆11Updated 7 months ago
- Learning Debiased and Disentangled Representations for Semantic Segmentation (NeurIPS 2021)☆13Updated 3 years ago
- ☆16Updated 5 months ago
- Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"☆110Updated last year
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆52Updated 6 months ago
- Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)☆38Updated 3 years ago
- [ECCV 2024] Official PyTorch implementation of "HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts"☆16Updated 4 months ago
- Official repository for "Boosting Adversarial Transferability using Dynamic Cues " (ICLR 2023)☆19Updated last year
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆41Updated 3 weeks ago