Ruiyang-061X / Uncertainty-oLinks
✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".
☆12Updated 2 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".☆35Updated 2 months ago
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆45Updated 2 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆21Updated 4 months ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆14Updated 4 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆22Updated 8 months ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆21Updated 7 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆43Updated 5 months ago
- Implementation of "DIME-FM: DIstilling Multimodal and Efficient Foundation Models"☆15Updated last year
- 📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.☆8Updated 3 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 10 months ago
- ☆15Updated last year
- Less is More: High-value Data Selection for Visual Instruction Tuning☆13Updated 4 months ago
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆44Updated last year
- ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆24Updated 5 months ago
- ☆27Updated last year
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 3 months ago
- [NeurIPS 2023] Generalized Logit Adjustment☆37Updated last year
- [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …☆26Updated 11 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆50Updated 7 months ago
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆32Updated last year
- [NeurIPS2024] An official pytorch implement of the paper: BoostAdapter: Improving Test-Time Adaptation via Regional Bootstrapping☆15Updated 2 months ago
- ☆20Updated 10 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆36Updated 10 months ago
- ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection☆23Updated last year
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆105Updated last year
- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.☆50Updated 6 months ago
- ☆15Updated 2 years ago
- [CVPR 2025 Highlight] Official Pytorch codebase for paper: "Assessing and Learning Alignment of Unimodal Vision and Language Models"☆36Updated last month
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆47Updated last year
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆44Updated last year