Ruiyang-061X / Awesome-MLLM-UncertaintyLinks
✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).
☆54Updated 6 months ago
Alternatives and similar repositories for Awesome-MLLM-Uncertainty
Users that are interested in Awesome-MLLM-Uncertainty 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".☆45Updated 7 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆50Updated 3 months ago
- Official repository of DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models☆86Updated last year
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆46Updated last year
- Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)☆59Updated last year
- The official implementation of RAR☆92Updated last year
- Dettoolchain: A new prompting paradigm to unleash detection ability of MLLM☆43Updated last year
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆40Updated 4 months ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆64Updated last year
- ☆144Updated 8 months ago
- Official PyTorch code of GroundVQA (CVPR'24)☆64Updated last year
- (ICML 2024) Improve Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning☆27Updated last year
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆91Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆94Updated 2 months ago
- 【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval☆89Updated last year
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆67Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆139Updated last year
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 8 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 3 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆42Updated 3 weeks ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆95Updated 2 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 10 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆22Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆108Updated 5 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆149Updated last year
- Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision☆40Updated last week
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆65Updated last month
- Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]☆105Updated 2 years ago
- VQACL: A Novel Visual Question Answering Continual Learning Setting (CVPR'23)☆41Updated last year