Ruiyang-061X / VL-Uncertainty
🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".
☆33Updated last month
Alternatives and similar repositories for VL-Uncertainty:
Users that are interested in VL-Uncertainty are comparing it to the libraries listed below
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆44Updated last month
- ✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Model…☆11Updated last month
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆30Updated 9 months ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆40Updated last month
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆23Updated 2 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆71Updated 3 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆10Updated 4 months ago
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆19Updated 5 months ago
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆41Updated last year
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆21Updated 7 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆105Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆16Updated 4 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆49Updated 11 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆39Updated 4 months ago
- cliptrase☆35Updated 8 months ago
- ☆20Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆100Updated last year
- ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆23Updated 4 months ago
- ☆23Updated last year
- ☆17Updated 6 months ago
- Code for our NeurIPS´24 paper☆31Updated 6 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆66Updated last week
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆32Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- ☆36Updated 2 years ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆54Updated 3 months ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆14Updated 3 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆87Updated 9 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆34Updated last year