whongzhong / MMHalSnowball
Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 2024)
☆11Updated 8 months ago
Alternatives and similar repositories for MMHalSnowball:
Users that are interested in MMHalSnowball are comparing it to the libraries listed below
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆62Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆71Updated 5 months ago
- ☆73Updated 11 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆46Updated 6 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆48Updated last week
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆115Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆73Updated 5 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆33Updated 2 weeks ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆68Updated 9 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆125Updated last month
- [Arxiv Paper 2504.09130]: VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search☆12Updated last week
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- [CVPR 2024] Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension☆49Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆73Updated 10 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆104Updated 6 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- A hot-pluggable tool for visualizing LLaVA's attention.☆17Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆94Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆37Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆30Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆83Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆86Updated 5 months ago
- ☆14Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 4 months ago
- The code repository for "Wings: Learning Multimodal LLMs without Text-only Forgetting" [NeurIPS 2024]☆18Updated 4 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆273Updated 7 months ago
- ☆25Updated 11 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆58Updated last month