zjysteven / VLM-Visualizer
Visualizing the attention of vision-language models
☆119Updated this week
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☆242Updated 4 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆95Updated last week
- ☆63Updated 7 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆199Updated 11 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆148Updated 11 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆100Updated 3 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆81Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆147Updated last month
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆312Updated 6 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆246Updated 2 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆150Updated 3 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆63Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆162Updated 3 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆271Updated 11 months ago
- A hot-pluggable tool for visualizing LLaVA's attention.☆13Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆80Updated 3 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆29Updated 10 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆70Updated 4 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆167Updated 5 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆81Updated 2 months ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆270Updated 3 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆142Updated 10 months ago
- A curated list of awesome Multimodal studies.☆146Updated this week
- ☆139Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆66Updated 3 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆60Updated last month
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆111Updated last year
- Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"☆100Updated last week
- ☆104Updated 2 weeks ago