Ruiyang-061X / Uncertainty-oLinks
✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".
☆13Updated 3 months ago
Alternatives and similar repositories for Uncertainty-o
Users that are interested in Uncertainty-o are comparing it to the libraries listed below
Sorting:
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆37Updated 3 months ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆20Updated 8 months ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆14Updated 5 months ago
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆48Updated 2 months ago
- [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …☆26Updated last year
- ☆15Updated 2 years ago
- [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"☆51Updated 9 months ago
- [CVPR2025] The implementation of the paper "OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary".☆15Updated last month
- ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆25Updated 6 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆22Updated 9 months ago
- Implementation of "DIME-FM: DIstilling Multimodal and Efficient Foundation Models"☆15Updated last year
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Updated 7 months ago
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆52Updated 10 months ago
- [NeurIPS2024] An official pytorch implement of the paper: BoostAdapter: Improving Test-Time Adaptation via Regional Bootstrapping☆16Updated 3 months ago
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆28Updated last year
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 6 months ago
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated last year
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆82Updated last year
- ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection☆24Updated last year
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆32Updated last year
- 📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.☆8Updated 4 months ago
- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.☆50Updated 7 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆22Updated 4 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆39Updated 11 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 4 months ago
- This repository houses the code for the paper - "The Neglected of VLMs"☆28Updated last month
- ☆27Updated last year
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆44Updated last year
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆33Updated 2 weeks ago
- ☆5Updated last year