zjysteven / VLM-Visualizer
Visualizing the attention of vision-language models
☆141Updated last month
Alternatives and similar repositories for VLM-Visualizer:
Users that are interested in VLM-Visualizer are comparing it to the libraries listed below
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆259Updated 5 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆283Updated 3 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆107Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆154Updated 2 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆200Updated last year
- A RLHF Infrastructure for Vision-Language Models☆170Updated 4 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆86Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆85Updated 3 months ago
- ☆71Updated last week
- A hot-pluggable tool for visualizing LLaVA's attention.☆14Updated last year
- Official implementation of the Law of Vision Representation in MLLMs☆151Updated 4 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆119Updated 9 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆327Updated 7 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆109Updated 4 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆145Updated 11 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆115Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆273Updated last year
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆63Updated 8 months ago
- ☆322Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- ☆66Updated 9 months ago
- ☆107Updated last month
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆276Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆70Updated 4 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆77Updated 5 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆86Updated 4 months ago
- ☆74Updated 2 weeks ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆169Updated 6 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆121Updated 10 months ago